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Results
Found 3327 publication records. Showing 3327 according to the selection in the facets
| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Iker Perez, Piotr Skalski, Alec Barns-Graham, Jason Wong, David Sutton |
Attribution of predictive uncertainties in classification models.  |
UAI  |
2022 |
DBLP BibTeX RDF |
|
| 1 | Shujian Yu, Francesco Alesiani, Wenzhe Yin, Robert Jenssen, José C. Príncipe |
Principle of relevant information for graph sparsification. |
UAI |
2022 |
DBLP BibTeX RDF |
|
| 1 | Richard D. Lange, Ari S. Benjamin, Ralf M. Haefner, Xaq Pitkow |
Interpolating between sampling and variational inference with infinite stochastic mixtures. |
UAI |
2022 |
DBLP BibTeX RDF |
|
| 1 | Martin Gubri, Maxime Cordy, Mike Papadakis, Yves Le Traon, Koushik Sen |
Efficient and transferable adversarial examples from bayesian neural networks. |
UAI |
2022 |
DBLP BibTeX RDF |
|
| 1 | Yangchen Pan, Jincheng Mei, Amir-massoud Farahmand, Martha White, Hengshuai Yao, Mohsen Rohani, Jun Luo 0009 |
Understanding and mitigating the limitations of prioritized experience replay. |
UAI |
2022 |
DBLP BibTeX RDF |
|
| 1 | Charles K. Assaad, Emilie Devijver, Éric Gaussier |
Discovery of extended summary graphs in time series. |
UAI |
2022 |
DBLP BibTeX RDF |
|
| 1 | Tsviel Ben Shabat, Reshef Meir, David Azriel |
Empirical bayes approach to truth discovery problems. |
UAI |
2022 |
DBLP BibTeX RDF |
|
| 1 | Weizhi Li, Gautam Dasarathy, Karthikeyan Natesan Ramamurthy, Visar Berisha |
A label efficient two-sample test. |
UAI |
2022 |
DBLP BibTeX RDF |
|
| 1 | Sewhan Chun, Jae Young Lee, Junmo Kim 0002 |
Cyclic test time augmentation with entropy weight method. |
UAI |
2022 |
DBLP BibTeX RDF |
|
| 1 | Tristan Deleu, António Góis, Chris Emezue, Mansi Rankawat, Simon Lacoste-Julien, Stefan Bauer, Yoshua Bengio |
Bayesian structure learning with generative flow networks. |
UAI |
2022 |
DBLP BibTeX RDF |
|
| 1 | Shoujian Yang, Lian Yu |
CoSPA: An improved masked language model with copy mechanism for Chinese spelling correction. |
UAI |
2022 |
DBLP BibTeX RDF |
|
| 1 | Harald Leisenberger, Franz Pernkopf, Christian Knoll 0002 |
Fixing the Bethe approximation: How structural modifications in a graph improve belief propagation. |
UAI |
2022 |
DBLP BibTeX RDF |
|
| 1 | Motasem Alfarra, Adel Bibi, Philip H. S. Torr, Bernard Ghanem |
Data dependent randomized smoothing. |
UAI |
2022 |
DBLP BibTeX RDF |
|
| 1 | Yassir Fathullah, Mark J. F. Gales |
Self-distribution distillation: efficient uncertainty estimation. |
UAI |
2022 |
DBLP BibTeX RDF |
|
| 1 | Subhojyoti Mukherjee |
Safety aware changepoint detection for piecewise i.i.d. bandits. |
UAI |
2022 |
DBLP BibTeX RDF |
|
| 1 | Shaocong Ma, Ziyi Chen 0002, Yi Zhou 0017, Kaiyi Ji, Yingbin Liang |
Data sampling affects the complexity of online SGD over dependent data. |
UAI |
2022 |
DBLP BibTeX RDF |
|
| 1 | Rohith Peddi, Tahrima Rahman, Vibhav Gogate |
Robust learning of tractable probabilistic models. |
UAI |
2022 |
DBLP BibTeX RDF |
|
| 1 | James Cussens, Kun Zhang 0001 (eds.) |
Uncertainty in Artificial Intelligence, Proceedings of the Thirty-Eighth Conference on Uncertainty in Artificial Intelligence, UAI 2022, 1-5 August 2022, Eindhoven, The Netherlands. |
UAI |
2022 |
DBLP BibTeX RDF |
|
| 1 | Hyemin Lee, Daijin Kim 0001 |
Systematized event-aware learning for multi-object tracking. |
UAI |
2022 |
DBLP BibTeX RDF |
|
| 1 | Federico Tomasi, Mounia Lalmas, Zhenwen Dai |
Efficient inference for dynamic topic modeling with large vocabularies. |
UAI |
2022 |
DBLP BibTeX RDF |
|
| 1 | Rui Yan 0002, Gabriel Santos, Xiaoming Duan, David Parker 0001, Marta Kwiatkowska |
Finite-horizon equilibria for neuro-symbolic concurrent stochastic games. |
UAI |
2022 |
DBLP BibTeX RDF |
|
| 1 | Xinwei Shen 0002, Shengyu Zhu 0001, Jiji Zhang, Shoubo Hu, Zhitang Chen |
Reframed GES with a neural conditional dependence measure. |
UAI |
2022 |
DBLP BibTeX RDF |
|
| 1 | Qiyang Li, Ajay Jain, Pieter Abbeel |
AdaCat: Adaptive categorical discretization for autoregressive models. |
UAI |
2022 |
DBLP BibTeX RDF |
|
| 1 | Zhe Wang 0025, Jake Grigsby, Arshdeep Sekhon, Yanjun Qi |
ST-MAML : A stochastic-task based method for task-heterogeneous meta-learning. |
UAI |
2022 |
DBLP BibTeX RDF |
|
| 1 | Lu Yin 0006, Vlado Menkovski, Meng Fang, Tianjin Huang, Yulong Pei, Mykola Pechenizkiy |
Superposing many tickets into one: A performance booster for sparse neural network training. |
UAI |
2022 |
DBLP BibTeX RDF |
|
| 1 | Pashupati Hegde, Çagatay Yildiz, Harri Lähdesmäki, Samuel Kaski, Markus Heinonen |
Variational multiple shooting for Bayesian ODEs with Gaussian processes. |
UAI |
2022 |
DBLP BibTeX RDF |
|
| 1 | Daniele Tramontano, Anthea Monod, Mathias Drton |
Learning linear non-Gaussian polytree models. |
UAI |
2022 |
DBLP BibTeX RDF |
|
| 1 | Pratyush Maini, Xinyun Chen, Bo Li 0026, Dawn Song |
Perturbation type categorization for multiple adversarial perturbation robustness. |
UAI |
2022 |
DBLP BibTeX RDF |
|
| 1 | Varun Embar, Sriram Srinivasan 0004, Lise Getoor |
Learning explainable templated graphical models. |
UAI |
2022 |
DBLP BibTeX RDF |
|
| 1 | Nina L. Corvelo Benz, Manuel Gomez Rodriguez |
Counterfactual inference of second Opinions. |
UAI |
2022 |
DBLP BibTeX RDF |
|
| 1 | Rosanna Turrisi, Rémi Flamary, Alain Rakotomamonjy, Massimiliano Pontil |
Multi-source domain adaptation via weighted joint distributions optimal transport. |
UAI |
2022 |
DBLP BibTeX RDF |
|
| 1 | Qiang Zhou, Sinno Jialin Pan |
Convergence Analysis of Linear Coupling with Inexact Proximal Operator. |
UAI |
2022 |
DBLP BibTeX RDF |
|
| 1 | Sungryull Sohn, Hyunjae Woo, Jongwook Choi, Lyubing Qiang, Izzeddin Gur, Aleksandra Faust, Honglak Lee |
Fast inference and transfer of compositional task structures for few-shot task generalization. |
UAI |
2022 |
DBLP BibTeX RDF |
|
| 1 | Mingyang Yi |
Accelerating training of batch normalization: A manifold perspective. |
UAI |
2022 |
DBLP BibTeX RDF |
|
| 1 | Tomás Brázdil, David Klaska, Antonín Kucera 0001, Vít Musil, Petr Novotný 0001, Vojtech Rehák |
On-the-fly adaptation of patrolling strategies in changing environments. |
UAI |
2022 |
DBLP BibTeX RDF |
|
| 1 | Zun Li, Feiran Jia, Aditya Mate, Shahin Jabbari, Mithun Chakraborty, Milind Tambe, Yevgeniy Vorobeychik |
Solving structured hierarchical games using differential backward induction. |
UAI |
2022 |
DBLP BibTeX RDF |
|
| 1 | Karthik Abinav Sankararaman, Anand Louis, Navin Goyal |
Robust identifiability in linear structural equation models of causal inference. |
UAI |
2022 |
DBLP BibTeX RDF |
|
| 1 | Arushi Jain, Sharan Vaswani, Reza Babanezhad 0001, Csaba Szepesváari, Doina Precup |
Towards painless policy optimization for constrained MDPs. |
UAI |
2022 |
DBLP BibTeX RDF |
|
| 1 | Kenshi Abe, Mitsuki Sakamoto, Atsushi Iwasaki |
Mutation-driven follow the regularized leader for last-iterate convergence in zero-sum games. |
UAI |
2022 |
DBLP BibTeX RDF |
|
| 1 | Shuang Wu, Chi-Hua Wang, Yuantong Li, Guang Cheng 0003 |
Residual bootstrap exploration for stochastic linear bandit. |
UAI |
2022 |
DBLP BibTeX RDF |
|
| 1 | Rachel Luo, Aadyot Bhatnagar, Yu Bai 0017, Shengjia Zhao, Huan Wang, Caiming Xiong, Silvio Savarese, Stefano Ermon, Edward Schmerling, Marco Pavone 0001 |
Local calibration: metrics and recalibration. |
UAI |
2022 |
DBLP BibTeX RDF |
|
| 1 | Jungtaek Kim 0001, Seungjin Choi, Minsu Cho |
Combinatorial Bayesian optimization with random mapping functions to convex polytopes. |
UAI |
2022 |
DBLP BibTeX RDF |
|
| 1 | Elliot Nelson, Debarun Bhattacharjya, Tian Gao, Miao Liu, Djallel Bouneffouf 0001, Pascal Poupart |
Linearizing contextual bandits with latent state dynamics. |
UAI |
2022 |
DBLP BibTeX RDF |
|
| 1 | Wai-Yin Lam, Bryan Andrews, Joseph D. Ramsey |
Greedy relaxations of the sparsest permutation algorithm. |
UAI |
2022 |
DBLP BibTeX RDF |
|
| 1 | Vladislav Polianskii, Giovanni Luca Marchetti, Alexander Kravberg, Anastasiia Varava, Florian T. Pokorny, Danica Kragic |
Voronoi density estimator for high-dimensional data: Computation, compactification and convergence. |
UAI |
2022 |
DBLP BibTeX RDF |
|
| 1 | Fan Ding, Yexiang Xue |
X-MEN: guaranteed XOR-maximum entropy constrained inverse reinforcement learning. |
UAI |
2022 |
DBLP BibTeX RDF |
|
| 1 | Ido Bronstein, Alon Brutzkus, Amir Globerson |
On the inductive bias of neural networks for learning read-once DNFs. |
UAI |
2022 |
DBLP BibTeX RDF |
|
| 1 | Daiki Suehiro, Eiji Takimoto |
Simplified and unified analysis of various learning problems by reduction to Multiple-Instance Learning. |
UAI |
2022 |
DBLP BibTeX RDF |
|
| 1 | Kwanghee Choi, Siyeong Lee |
Combating the instability of mutual information-based losses via regularization. |
UAI |
2022 |
DBLP BibTeX RDF |
|
| 1 | Thomas Krak |
Hitting times for continuous-time imprecise-Markov chains. |
UAI |
2022 |
DBLP BibTeX RDF |
|
| 1 | Gabriella Chouraqui, Liron Cohen 0001, Gil Einziger, Liel Leman |
A geometric method for improved uncertainty estimation in real-time. |
UAI |
2022 |
DBLP BibTeX RDF |
|
| 1 | Zihao Li 0002, Xiaohui Bei, Zhenzhen Yan |
Proportional allocation of indivisible resources under ordinal and uncertain preferences. |
UAI |
2022 |
DBLP BibTeX RDF |
|
| 1 | Han Wu, Stefan Wager |
Partial likelihood Thompson sampling. |
UAI |
2022 |
DBLP BibTeX RDF |
|
| 1 | Mao Ye 0006, Ruichen Jiang, Haoxiang Wang 0003, Dhruv Choudhary, Xiaocong Du, Bhargav Bhushanam, Aryan Mokhtari, Arun Kejariwal, Qiang Liu 0001 |
Future gradient descent for adapting the temporal shifting data distribution in online recommendation systems. |
UAI |
2022 |
DBLP BibTeX RDF |
|
| 1 | Jinglin Chen, Nan Jiang 0008 |
Offline reinforcement learning under value and density-ratio realizability: The power of gaps. |
UAI |
2022 |
DBLP BibTeX RDF |
|
| 1 | Houston Warren, Rafael Oliveira 0001, Fabio T. Ramos 0001 |
Generalized Bayesian quadrature with spectral kernels. |
UAI |
2022 |
DBLP BibTeX RDF |
|
| 1 | Andrea Agiollo, Andrea Omicini |
GNN2GNN: Graph neural networks to generate neural networks. |
UAI |
2022 |
DBLP BibTeX RDF |
|
| 1 | Qi Chen, Kai Liu, Ruilong Yao, Hu Ding |
Sublinear time algorithms for greedy selection in high dimensions. |
UAI |
2022 |
DBLP BibTeX RDF |
|
| 1 | Ragib Ahsan, Zahra Fatemi, David Arbour, Elena Zheleva |
Non-parametric inference of relational dependence. |
UAI |
2022 |
DBLP BibTeX RDF |
|
| 1 | Petra Berenbrink, Colin Cooper, Cristina Gava, David Kohan Marzagão, Frederik Mallmann-Trenn, Tomasz Radzik |
On early extinction and the effect of travelling in the SIR model. |
UAI |
2022 |
DBLP BibTeX RDF |
|
| 1 | Zhipeng Huang 0011, Hadeel Soliman, Subhadeep Paul, Kevin S. Xu 0001 |
A mutually exciting latent space Hawkes process model for continuous-time networks. |
UAI |
2022 |
DBLP BibTeX RDF |
|
| 1 | Sakshi Agarwal, Kalev Kask, Alexander Ihler, Rina Dechter |
NeuroBE: Escalating neural network approximations of Bucket Elimination. |
UAI |
2022 |
DBLP BibTeX RDF |
|
| 1 | Daira Pinto Prieto, Ronald de Haan |
Using hierarchies to efficiently combine evidence with Dempster's rule of combination. |
UAI |
2022 |
DBLP BibTeX RDF |
|
| 1 | Svenja Uhlemeyer, Matthias Rottmann, Hanno Gottschalk |
Towards unsupervised open world semantic segmentation. |
UAI |
2022 |
DBLP BibTeX RDF |
|
| 1 | Sachit Menon, David M. Blei, Carl Vondrick |
Forget-me-not! Contrastive critics for mitigating posterior collapse. |
UAI |
2022 |
DBLP BibTeX RDF |
|
| 1 | Zijun Cui, Hanjing Wang, Tian Gao, Kartik Talamadupula, Qiang Ji |
Variational message passing neural network for Maximum-A-Posteriori (MAP) inference. |
UAI |
2022 |
DBLP BibTeX RDF |
|
| 1 | Anthony DiGiovanni, Ambuj Tewari |
Balancing adaptability and non-exploitability in repeated games. |
UAI |
2022 |
DBLP BibTeX RDF |
|
| 1 | Yichen Yang 0009, Xiaosen Wang, Kun He 0001 |
Robust textual embedding against word-level adversarial attacks. |
UAI |
2022 |
DBLP BibTeX RDF |
|
| 1 | Zhongjie Yu 0001, Fabrizio Ventola, Nils Thoma, Devendra Singh Dhami, Martin Mundt, Kristian Kersting |
Predictive Whittle networks for time series. |
UAI |
2022 |
DBLP BibTeX RDF |
|
| 1 | Ian Osband, Zheng Wen 0002, Seyed Mohammad Asghari, Vikranth Dwaracherla, Xiuyuan Lu, Benjamin Van Roy |
Evaluating high-order predictive distributions in deep learning. |
UAI |
2022 |
DBLP BibTeX RDF |
|
| 1 | Roman Andriushchenko, Milan Ceska 0002, Sebastian Junges, Joost-Pieter Katoen |
Inductive synthesis of finite-state controllers for POMDPs. |
UAI |
2022 |
DBLP BibTeX RDF |
|
| 1 | Yikai Zhang, Wenjia Zhang, Sammy Bald, Vamsi Pingali, Chao Chen 0012, Mayank Goswami 0001 |
Stability of SGD: Tightness analysis and improved bounds. |
UAI |
2022 |
DBLP BibTeX RDF |
|
| 1 | Haydn T. Jones, Jacob M. Springer, Garrett T. Kenyon, Juston S. Moore |
If you've trained one you've trained them all: inter-architecture similarity increases with robustness. |
UAI |
2022 |
DBLP BibTeX RDF |
|
| 1 | Daniel Nemirovsky, Nicolas Thiebaut, Ye Xu, Abhishek Gupta |
CounteRGAN: Generating counterfactuals for real-time recourse and interpretability using residual GANs. |
UAI |
2022 |
DBLP BibTeX RDF |
|
| 1 | Yuyang Shi 0002, Valentin De Bortoli, George Deligiannidis, Arnaud Doucet |
Conditional simulation using diffusion Schrödinger bridges. |
UAI |
2022 |
DBLP BibTeX RDF |
|
| 1 | Yurong Ling, Zijing Liu, Jing-Hao Xue |
Dimension reduction for data with heterogeneous missingness. |
UAI |
2021 |
DBLP BibTeX RDF |
|
| 1 | Matthew Wicker, Luca Laurenti, Andrea Patane, Nicola Paoletti, Alessandro Abate, Marta Kwiatkowska |
Certification of iterative predictions in Bayesian neural networks. |
UAI |
2021 |
DBLP BibTeX RDF |
|
| 1 | Ankur Mallick, Chaitanya Dwivedi, Bhavya Kailkhura, Gauri Joshi, Thomas Yong-Jin Han |
Deep kernels with probabilistic embeddings for small-data learning. |
UAI |
2021 |
DBLP BibTeX RDF |
|
| 1 | Liam Hodgkinson, Christopher van der Heide, Fred Roosta, Michael W. Mahoney |
Stochastic continuous normalizing flows: training SDEs as ODEs. |
UAI |
2021 |
DBLP BibTeX RDF |
|
| 1 | Nir Ailon, Omer Leibovitch, Vineet Nair |
Sparse linear networks with a fixed butterfly structure: theory and practice. |
UAI |
2021 |
DBLP BibTeX RDF |
|
| 1 | Xiaosen Wang, Jin Hao, Yichen Yang 0009, Kun He 0001 |
Natural language adversarial defense through synonym encoding. |
UAI |
2021 |
DBLP BibTeX RDF |
|
| 1 | Takashi Nicholas Maeda, Shohei Shimizu |
Causal additive models with unobserved variables. |
UAI |
2021 |
DBLP BibTeX RDF |
|
| 1 | Davide Corsi, Enrico Marchesini, Alessandro Farinelli |
Formal verification of neural networks for safety-critical tasks in deep reinforcement learning. |
UAI |
2021 |
DBLP BibTeX RDF |
|
| 1 | Kristy Choi, Madeline Liao, Stefano Ermon |
Featurized density ratio estimation. |
UAI |
2021 |
DBLP BibTeX RDF |
|
| 1 | George De Ath, Richard M. Everson, Jonathan E. Fieldsend |
Asynchronous ε-Greedy Bayesian Optimisation. |
UAI |
2021 |
DBLP BibTeX RDF |
|
| 1 | Quoc Phong Nguyen, Bryan Kian Hsiang Low, Patrick Jaillet |
Learning to learn with Gaussian processes. |
UAI |
2021 |
DBLP BibTeX RDF |
|
| 1 | Xin-Yu Zhang, Kai Zhao, Taihong Xiao, Ming-Ming Cheng, Ming-Hsuan Yang 0001 |
Structured sparsification with joint optimization of group convolution and channel shuffle. |
UAI |
2021 |
DBLP BibTeX RDF |
|
| 1 | Loïc Adam, Sébastien Destercke |
Possibilistic preference elicitation by minimax regret. |
UAI |
2021 |
DBLP BibTeX RDF |
|
| 1 | Giuseppe Canonaco, Andrea Soprani, Matteo Giuliani, Andrea Castelletti, Manuel Roveri, Marcello Restelli |
Time-variant variational transfer for value functions. |
UAI |
2021 |
DBLP BibTeX RDF |
|
| 1 | Kari Rantanen, Antti Hyttinen, Matti Järvisalo |
Maximal ancestral graph structure learning via exact search. |
UAI |
2021 |
DBLP BibTeX RDF |
|
| 1 | Thomas Ryder, Dennis Prangle, Andrew Golightly, Isaac Matthews |
The neural moving average model for scalable variational inference of state space models. |
UAI |
2021 |
DBLP BibTeX RDF |
|
| 1 | Minkyo Seo, Yoonho Lee 0001, Suha Kwak |
On the distribution of penultimate activations of classification networks. |
UAI |
2021 |
DBLP BibTeX RDF |
|
| 1 | Julia Grosse, Cheng Zhang, Philipp Hennig |
Probabilistic DAG search. |
UAI |
2021 |
DBLP BibTeX RDF |
|
| 1 | Xiaohui Zeng, Raquel Urtasun, Richard S. Zemel, Sanja Fidler, Renjie Liao |
NP-DRAW: A Non-Parametric Structured Latent Variable Model for Image Generation. |
UAI |
2021 |
DBLP BibTeX RDF |
|
| 1 | Chenghui Zhou, Chun-Liang Li, Barnabás Póczos |
Unsupervised program synthesis for images by sampling without replacement. |
UAI |
2021 |
DBLP BibTeX RDF |
|
| 1 | Chidubem Arachie, Bert Huang |
Constrained labeling for weakly supervised learning. |
UAI |
2021 |
DBLP BibTeX RDF |
|
| 1 | Wei Chen 0041, Liwei Wang, Haoyu Zhao, Kai Zheng |
Combinatorial semi-bandit in the non-stationary environment. |
UAI |
2021 |
DBLP BibTeX RDF |
|
| 1 | Rajiv Khanna, Liam Hodgkinson, Michael W. Mahoney |
Geometric rates of convergence for kernel-based sampling algorithms. |
UAI |
2021 |
DBLP BibTeX RDF |
|
| 1 | David Klaska, Antonín Kucera 0001, Vít Musil, Vojtech Rehák |
Regstar: efficient strategy synthesis for adversarial patrolling games. |
UAI |
2021 |
DBLP BibTeX RDF |
|
| 1 | Takeshi Teshima, Masashi Sugiyama |
Incorporating causal graphical prior knowledge into predictive modeling via simple data augmentation. |
UAI |
2021 |
DBLP BibTeX RDF |
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