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Found 4458 publication records. Showing 4458 according to the selection in the facets
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Authors |
Title |
Venue |
Year |
Link |
Author keywords |
1 | Kirk C. Bansak, Elisabeth Paulson, Dominik Rothenhäusler |
Learning Under Random Distributional Shifts. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 3943-3951, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP BibTeX RDF |
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1 | Nikita Morozov, Denis Rakitin, Oleg Desheulin, Dmitry P. Vetrov, Kirill Struminsky |
Differentiable Rendering with Reparameterized Volume Sampling. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 4852-4860, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP BibTeX RDF |
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1 | Ivan Peshekhonov, Aleksey Arzhantsev, Maxim V. Rakhuba |
Training a Tucker Model With Shared Factors: a Riemannian Optimization Approach. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 3304-3312, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP BibTeX RDF |
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1 | Hristo Papazov, Scott Pesme, Nicolas Flammarion |
Leveraging Continuous Time to Understand Momentum When Training Diagonal Linear Networks. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 3556-3564, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP BibTeX RDF |
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1 | Charles Xu 0004, Laney Goldman, Valentina Guo, Benjamin Hollander-Bodie, Maedee Trank-Greene, Ian Adelstein, Edward De Brouwer, Rex Ying, Smita Krishnaswamy, Michael Perlmutter |
BLIS-Net: Classifying and Analyzing Signals on Graphs. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 4537-4545, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP BibTeX RDF |
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1 | Shiliang Zuo |
Near Optimal Adversarial Attacks on Stochastic Bandits and Defenses with Smoothed Responses. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 2098-2106, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP BibTeX RDF |
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1 | Lingkai Kong, Haotian Sun, Yuchen Zhuang, Haorui Wang, Wenhao Mu, Chao Zhang |
Two Birds with One Stone: Enhancing Uncertainty Quantification and Interpretability with Graph Functional Neural Process. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 4582-4590, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP BibTeX RDF |
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1 | Avrim Blum, Princewill Okoroafor, Aadirupa Saha, Kevin M. Stangl |
On the Vulnerability of Fairness Constrained Learning to Malicious Noise. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 4096-4104, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP BibTeX RDF |
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1 | Yakov Medvedovsky, Eran Treister, Tirza S. Routtenberg |
Efficient Graph Laplacian Estimation by Proximal Newton. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 1171-1179, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP BibTeX RDF |
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1 | Chaitanya Murti, Dhruva Kashyap, Chiranjib Bhattacharyya |
LP-based Construction of DC Decompositions for Efficient Inference of Markov Random Fields. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 3781-3789, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP BibTeX RDF |
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1 | Lequn Wang, Akshay Krishnamurthy, Alex Slivkins |
Oracle-Efficient Pessimism: Offline Policy Optimization In Contextual Bandits. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 766-774, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP BibTeX RDF |
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1 | Fredrik Hellström, Benjamin Guedj |
Comparing Comparators in Generalization Bounds. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 73-81, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP BibTeX RDF |
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1 | Jacob D. Abernethy, Robert E. Schapire, Umar Syed |
Lexicographic Optimization: Algorithms and Stability. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 2503-2511, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP BibTeX RDF |
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1 | Sarah Mameche, Jilles Vreeken, David Kaltenpoth |
Identifying Confounding from Causal Mechanism Shifts. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 4897-4905, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP BibTeX RDF |
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1 | Ruslan Nazykov, Aleksandr Shestakov, Vladimir Solodkin, Aleksandr Beznosikov, Gauthier Gidel, Alexander V. Gasnikov |
Stochastic Frank-Wolfe: Unified Analysis and Zoo of Special Cases. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 4870-4878, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP BibTeX RDF |
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1 | Guilherme Augusto Zagatti, See-Kiong Ng, Stéphane Bressan |
Learning multivariate temporal point processes via the time-change theorem. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 3241-3249, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP BibTeX RDF |
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1 | Wenjie Li, Qifan Song, Jean Honorio |
Personalized Federated X-armed Bandit. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 37-45, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP BibTeX RDF |
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1 | Volodimir Mitarchuk, Clara Lacroce, Rémi Eyraud, Rémi Emonet, Amaury Habrard, Guillaume Rabusseau |
Length independent PAC-Bayes bounds for Simple RNNs. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 3547-3555, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP BibTeX RDF |
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1 | Anna M. Maddux, Maryam Kamgarpour |
Multi-Agent Learning in Contextual Games under Unknown Constraints. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 3142-3150, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP BibTeX RDF |
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1 | Alexia Jolicoeur-Martineau, Kilian Fatras, Tal Kachman |
Generating and Imputing Tabular Data via Diffusion and Flow-based Gradient-Boosted Trees. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 1288-1296, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP BibTeX RDF |
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1 | Hui Lan, Vasilis Syrgkanis |
Causal Q-Aggregation for CATE Model Selection. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 4366-4374, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP BibTeX RDF |
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1 | Lars Lorch, Andreas Krause 0001, Bernhard Schölkopf |
Causal Modeling with Stationary Diffusions. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 1927-1935, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP BibTeX RDF |
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1 | Thomas Guilmeau, Nicola Branchini, Émilie Chouzenoux, Victor Elvira |
Adaptive importance sampling for heavy-tailed distributions via α-divergence minimization. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 3871-3879, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP BibTeX RDF |
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1 | Emil Carlsson, Debabrota Basu, Fredrik D. Johansson, Devdatt P. Dubhashi |
Pure Exploration in Bandits with Linear Constraints. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 334-342, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP BibTeX RDF |
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1 | Yiyang Sun, Zhi Chen 0009, Vittorio Orlandi, Tong Wang 0011, Cynthia Rudin |
Sparse and Faithful Explanations Without Sparse Models. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 2071-2079, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP BibTeX RDF |
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1 | Ainhize Barrainkua, Paula Gordaliza, Jose A. Lozano, Novi Quadrianto |
Uncertainty Matters: Stable Conclusions under Unstable Assessment of Fairness Results. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 1198-1206, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP BibTeX RDF |
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1 | Zhongliang Guo, Weiye Li, Yifei Qian, Ognjen Arandjelovic, Lei Fang |
A White-Box False Positive Adversarial Attack Method on Contrastive Loss Based Offline Handwritten Signature Verification Models. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 901-909, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP BibTeX RDF |
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1 | Sagnik Chatterjee, SAPV Tharrmashastha, Debajyoti Bera |
Efficient Quantum Agnostic Improper Learning of Decision Trees. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 514-522, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP BibTeX RDF |
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1 | Ruichen Jiang, Parameswaran Raman, Shoham Sabach, Aryan Mokhtari, Mingyi Hong, Volkan Cevher |
Krylov Cubic Regularized Newton: A Subspace Second-Order Method with Dimension-Free Convergence Rate. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 4411-4419, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP BibTeX RDF |
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1 | Konstantin Donhauser, Johan Lokna, Amartya Sanyal, March Boedihardjo, Robert Hönig, Fanny Yang |
Certified private data release for sparse Lipschitz functions. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 1396-1404, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP BibTeX RDF |
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1 | Mohammad Gheshlaghi Azar, Zhaohan Daniel Guo, Bilal Piot, Rémi Munos, Mark Rowland, Michal Valko, Daniele Calandriello |
A General Theoretical Paradigm to Understand Learning from Human Preferences. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 4447-4455, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP BibTeX RDF |
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1 | Kaiting Liu, Zahra Atashgahi, Ghada Sokar, Mykola Pechenizkiy, Decebal Constantin Mocanu |
Supervised Feature Selection via Ensemble Gradient Information from Sparse Neural Networks. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 3952-3960, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP BibTeX RDF |
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1 | Xiangyu Zeng, Jie Lin, Piao Hu, Zhihao Li, Tianxi Huang |
SDMTR: A Brain-inspired Transformer for Relation Inference. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 3259-3267, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP BibTeX RDF |
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1 | Zhenyu Sun, Xiaochun Niu, Ermin Wei |
Understanding Generalization of Federated Learning via Stability: Heterogeneity Matters. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 676-684, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP BibTeX RDF |
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1 | Piyushi Manupriya, Rachit Keerti Das, Sayantan Biswas, Sakethanath Nath Jagarlapudi |
Consistent Optimal Transport with Empirical Conditional Measures. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 3646-3654, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP BibTeX RDF |
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1 | Stephan Wäldchen, Kartikey Sharma, Berkant Turan, Max Zimmer, Sebastian Pokutta |
Interpretability Guarantees with Merlin-Arthur Classifiers. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 1963-1971, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP BibTeX RDF |
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1 | Rentian Yao, Linjun Huang, Yun Yang |
Minimizing Convex Functionals over Space of Probability Measures via KL Divergence Gradient Flow. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 2530-2538, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP BibTeX RDF |
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1 | Isabel Haasler, Pascal Frossard |
Bures-Wasserstein Means of Graphs. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 1873-1881, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP BibTeX RDF |
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1 | Paolo Battellani, Alberto Maria Metelli, Francesco Trovò |
Dissimilarity Bandits. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 3637-3645, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP BibTeX RDF |
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1 | Zhao Song 0002, Junze Yin, Lichen Zhang 0003 |
Solving Attention Kernel Regression Problem via Pre-conditioner. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 208-216, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP BibTeX RDF |
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1 | Soheun Yi, Sanghack Lee |
Filter, Rank, and Prune: Learning Linear Cyclic Gaussian Graphical Models. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 1135-1143, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP BibTeX RDF |
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1 | Yuyang Deng, Junyuan Hong, Jiayu Zhou, Mehrdad Mahdavi |
On the Generalization Ability of Unsupervised Pretraining. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 4519-4527, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP BibTeX RDF |
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1 | Louis Sharrock, Daniel Dodd, Christopher Nemeth |
Tuning-Free Maximum Likelihood Training of Latent Variable Models via Coin Betting. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 1810-1818, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
2024 |
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1 | Zhishang Luo, Truong Son Hy, Puoya Tabaghi, Michaël Defferrard, Elahe Rezaei, Ryan Carey, W. Rhett Davis, Rajeev Jain, Yusu Wang 0001 |
DE-HNN: An effective neural model for Circuit Netlist representation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 4258-4266, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
2024 |
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1 | Nathaniel Diamant, Ehsan Hajiramezanali, Tommaso Biancalani, Gabriele Scalia |
Conformalized Deep Splines for Optimal and Efficient Prediction Sets. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 1657-1665, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP BibTeX RDF |
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1 | Sanjoy Dasgupta, Stephan Mandt, Yingzhen Li (eds.) |
International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![PMLR The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP BibTeX RDF |
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1 | Manav Kant, Eric Y. Ma, Andrei Staicu, Leonard J. Schulman, Spencer Gordon |
Identifiability of Product of Experts Models. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 4492-4500, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
2024 |
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1 | Amirhossein Reisizadeh, Khashayar Gatmiry, Asuman E. Ozdaglar |
EM for Mixture of Linear Regression with Clustered Data. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 2341-2349, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
2024 |
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1 | Raphaël Carpintero Perez, Sébastien Da Veiga, Josselin Garnier, Brian Staber |
Gaussian process regression with Sliced Wasserstein Weisfeiler-Lehman graph kernels. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 1297-1305, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
2024 |
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1 | Jessica Dai, Bailey Flanigan, Meena Jagadeesan, Nika Haghtalab, Chara Podimata |
Can Probabilistic Feedback Drive User Impacts in Online Platforms? ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 2512-2520, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP BibTeX RDF |
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1 | Andrew R. Hands, Tianyi Sun, Risi Kondor |
P-tensors: a General Framework for Higher Order Message Passing in Subgraph Neural Networks. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 424-432, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
2024 |
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1 | Berivan Isik, Francesco Pase, Deniz Gündüz, Sanmi Koyejo, Tsachy Weissman, Michele Zorzi |
Adaptive Compression in Federated Learning via Side Information. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 487-495, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP BibTeX RDF |
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1 | Guillaume Houry, Han Bao 0002, Han Zhao 0002, Makoto Yamada |
Fast 1-Wasserstein distance approximations using greedy strategies. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 325-333, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP BibTeX RDF |
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1 | Liyan Xie, Yuchen Liang, Venugopal V. Veeravalli |
Distributionally Robust Quickest Change Detection using Wasserstein Uncertainty Sets. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 1063-1071, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP BibTeX RDF |
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1 | Sanmitra Ghosh, Paul Birrell, Daniela De Angelis |
Sample-efficient neural likelihood-free Bayesian inference of implicit HMMs. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 4888-4896, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP BibTeX RDF |
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1 | Nicolai Palm, Thomas Nagler |
An Online Bootstrap for Time Series. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 190-198, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP BibTeX RDF |
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1 | Seongwoo Lim, Won Jo, Joohyung Lee, Jaesik Choi |
Pathwise Explanation of ReLU Neural Networks. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 4645-4653, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
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1 | Yinuo Ren, Tesi Xiao, Tanmay Gangwani, Anshuka Rangi, Holakou Rahmanian, Lexing Ying, Subhajit Sanyal |
Multi-objective Optimization via Wasserstein-Fisher-Rao Gradient Flow. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 3862-3870, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
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1 | Mina Dalirrooyfard, Elaheh Fata, Majid Behbahani, Yuriy Nevmyvaka |
Graph Partitioning with a Move Budget. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 568-576, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
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1 | Louis Leconte, Matthieu Jonckheere, Sergey Samsonov, Eric Moulines |
Queuing dynamics of asynchronous Federated Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 1711-1719, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
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1 | Hongchang Gao |
Decentralized Multi-Level Compositional Optimization Algorithms with Level-Independent Convergence Rate. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 4402-4410, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
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1 | Arpan Losalka, Jonathan Scarlett |
No-Regret Algorithms for Safe Bayesian Optimization with Monotonicity Constraints. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 3232-3240, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
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1 | Jiashuo Liu, Jiayun Wu, Jie Peng, Xiaoyu Wu, Yang Zheng, Bo Li 0064, Peng Cui 0001 |
Enhancing Distributional Stability among Sub-populations. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 2125-2133, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
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1 | Damien Scieur |
Adaptive Quasi-Newton and Anderson Acceleration Framework with Explicit Global (Accelerated) Convergence Rates. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 883-891, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
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1 | Ziye Ma, Ying Chen, Javad Lavaei, Somayeh Sojoudi |
Absence of spurious solutions far from ground truth: A low-rank analysis with high-order losses. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 1603-1611, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
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1 | Élise Crepon, Aurélien Garivier, Wouter M. Koolen |
Sequential learning of the Pareto front for multi-objective bandits. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 3583-3591, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
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1 | Iden Kalemaj, Shiva Prasad Kasiviswanathan, Aaditya Ramdas |
Differentially Private Conditional Independence Testing. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 3700-3708, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
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1 | Houston Warren, Fabio Ramos 0001 |
Fast Fourier Bayesian Quadrature. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 4555-4563, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
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1 | Konstantinos Emmanouilidis, René Vidal, Nicolas Loizou |
Stochastic Extragradient with Random Reshuffling: Improved Convergence for Variational Inequalities. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 3682-3690, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
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1 | Futoshi Futami, Tomoharu Iwata |
Information-theoretic Analysis of Bayesian Test Data Sensitivity. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 1099-1107, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
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1 | Haoming Yang, Ali Hasan, Yuting Ng, Vahid Tarokh |
Neural McKean-Vlasov Processes: Distributional Dependence in Diffusion Processes. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 262-270, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
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1 | Luhuan Wu, Sinead A. Williamson |
Posterior Uncertainty Quantification in Neural Networks using Data Augmentation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 3376-3384, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
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1 | Julia Grosse, Rahel Fischer, Roman Garnett, Philipp Hennig |
A Greedy Approximation for k-Determinantal Point Processes. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 3052-3060, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
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1 | Vo Nguyen Le Duy, Hsuan-Tien Lin, Ichiro Takeuchi |
CAD-DA: Controllable Anomaly Detection after Domain Adaptation by Statistical Inference. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 1828-1836, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
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1 | Kexin Jin, Chenguang Liu, Jonas Latz |
Subsampling Error in Stochastic Gradient Langevin Diffusions. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 1414-1422, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
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1 | Zheng Zhao 0004, Sebastian Mair 0001, Thomas B. Schön, Jens Sjölund |
On Feynman-Kac training of partial Bayesian neural networks. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 3223-3231, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
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1 | Zhishuai Li, Yunhao Nie, Ziyue Li 0002, Lei Bai 0001, Yisheng Lv, Rui Zhao 0001 |
Non-Neighbors Also Matter to Kriging: A New Contrastive-Prototypical Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 46-54, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
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1 | Yuma Ichikawa, Koji Hukushima |
Learning Dynamics in Linear VAE: Posterior Collapse Threshold, Superfluous Latent Space Pitfalls, and Speedup with KL Annealing. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 1936-1944, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
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1 | Masaki Adachi, Brady Planden, David A. Howey, Michael A. Osborne, Sebastian Orbell, Natalia Ares, Krikamol Muandet, Siu Lun Chau |
Looping in the Human: Collaborative and Explainable Bayesian Optimization. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 505-513, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
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1 | Bahador Rashidi, Kerrick Johnstonbaugh, Chao Gao |
Cylindrical Thompson Sampling for High-Dimensional Bayesian Optimization. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 3502-3510, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
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1 | Marcus A. K. September, Francesco Sanna Passino, Leonie Goldmann, Anton Hinel |
Extended Deep Adaptive Input Normalization for Preprocessing Time Series Data for Neural Networks. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 1891-1899, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
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1 | Zijun Cui, Hanjing Wang, Tian Gao, Kartik Talamadupula, Qiang Ji |
Theory-guided Message Passing Neural Network for Probabilistic Inference. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 667-675, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
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1 | Marco Pegoraro 0002, Sanketh Vedula, Aviv Rosenberg 0001, Irene Tallini, Emanuele Rodolà, Alex M. Bronstein |
Vector Quantile Regression on Manifolds. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 1999-2007, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
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1 | Lorenzo Mauri, Giacomo Zanella |
Robust Approximate Sampling via Stochastic Gradient Barker Dynamics. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 2107-2115, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
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1 | Shiv Shankar, Ritwik Sinha, Yash Chandak, Saayan Mitra, Madalina Fiterau |
A/B testing under Interference with Partial Network Information. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 19-27, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
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1 | David Janz, Shuai Liu, Alex Ayoub, Csaba Szepesvári |
Exploration via linearly perturbed loss minimisation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 721-729, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
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1 | Vivien A Cabannnes, Francis Bach |
The Galerkin method beats Graph-Based Approaches for Spectral Algorithms. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 451-459, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
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1 | Ilker Demirel, Edward De Brouwer, Zeshan M. Hussain, Michael Oberst, Anthony Philippakis, David A. Sontag |
Benchmarking Observational Studies with Experimental Data under Right-Censoring. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 4285-4293, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
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1 | Itamar Zimerman, Lior Wolf |
Multi-Dimensional Hyena for Spatial Inductive Bias. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 973-981, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
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1 | T. Mitchell Roddenberry, Yu Zhu 0003, Santiago Segarra |
An Impossibility Theorem for Node Embedding. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 2422-2430, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
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1 | Natalia Martínez, Martin Bertrán, Guillermo Sapiro |
Achieving Group Distributional Robustness and Minimax Group Fairness with Interpolating Classifiers. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 2629-2637, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
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1 | Hermanni Hälvä, Jonathan So, Richard E. Turner, Aapo Hyvärinen |
Identifiable Feature Learning for Spatial Data with Nonlinear ICA. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 3331-3339, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
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1 | Loay Raed Mualem, Ethan R. Elenberg, Moran Feldman, Amin Karbasi |
Submodular Minimax Optimization: Finding Effective Sets. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 1081-1089, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
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1 | Maria C. Novitasari, Johannes Quaas, Miguel Rodrigues |
ALAS: Active Learning for Autoconversion Rates Prediction from Satellite Data. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 3358-3366, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
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1 | Burak Varici, Emre Acartürk, Karthikeyan Shanmugam, Ali Tajer |
General Identifiability and Achievability for Causal Representation Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 2314-2322, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
2024 |
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1 | Jae-Jun Lee, Sung Whan Yoon |
XB-MAML: Learning Expandable Basis Parameters for Effective Meta-Learning with Wide Task Coverage. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 3196-3204, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
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1 | Jan P. Engelmann, Alessandro Palma, Jakub M. Tomczak, Fabian J. Theis, Francesco Paolo Casale |
Mixed Models with Multiple Instance Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 3664-3672, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
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1 | Masahiro Nakano, Hiroki Sakuma, Ryo Nishikimi, Ryohei Shibue, Takashi Sato, Tomoharu Iwata, Kunio Kashino |
Warped Diffusion for Latent Differentiation Inference. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 4789-4797, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
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1 | Guneet S. Dhillon, George Deligiannidis, Tom Rainforth |
On the Expected Size of Conformal Prediction Sets. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 1549-1557, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
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1 | Susanne Frick, Amer Krivosija, Alexander Munteanu |
Scalable Learning of Item Response Theory Models. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AISTATS ![In: International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain., pp. 1234-1242, 2024, PMLR. The full citation details ...](Pics/full.jpeg) |
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