| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Quan M. Nguyen, Nishant Mehta |
Near-optimal Per-Action Regret Bounds for Sleeping Bandits.  |
AISTATS  |
2024 |
DBLP BibTeX RDF |
|
| 1 | Pim de Haan, Taco Cohen, Johann Brehmer |
Euclidean, Projective, Conformal: Choosing a Geometric Algebra for Equivariant Transformers. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | David Lindner, Xin Chen, Sebastian Tschiatschek, Katja Hofmann, Andreas Krause 0001 |
Learning Safety Constraints from Demonstrations with Unknown Rewards. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Rui Zhang, Rui Xin, Margo I. Seltzer, Cynthia Rudin |
Optimal Sparse Survival Trees. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Søren Wengel Mogensen |
Faithful graphical representations of local independence. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Nathan Wycoff |
Surrogate Active Subspaces for Jump-Discontinuous Functions. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Khaled Eldowa, Andrea Paudice |
General Tail Bounds for Non-Smooth Stochastic Mirror Descent. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Christoph Dann, Claudio Gentile, Aldo Pacchiano |
Data-Driven Online Model Selection With Regret Guarantees. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Achille O. R. Nazaret, Claudia Shi, David M. Blei |
On the Misspecification of Linear Assumptions in Synthetic Controls. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Aytijhya Saha, Aaditya Ramdas |
Testing exchangeability by pairwise betting. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Anass Aghbalou, Anne Sabourin, François Portier |
Sharp error bounds for imbalanced classification: how many examples in the minority class? |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Ahmad Rammal, Kaja Gruntkowska, Nikita Fedin, Eduard Gorbunov, Peter Richtárik |
Communication Compression for Byzantine Robust Learning: New Efficient Algorithms and Improved Rates. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Yifu Tang, Yingfei Wang, Zeyu Zheng |
Stochastic Multi-Armed Bandits with Strongly Reward-Dependent Delays. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Sebastian Jäger, Felix Biessmann |
From Data Imputation to Data Cleaning - Automated Cleaning of Tabular Data Improves Downstream Predictive Performance. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Harsh Parikh, Quinn Lanners, Zade Akras, Sahar Zafar, M. Brandon Westover, Cynthia Rudin, Alexander Volfovsky |
Safe and Interpretable Estimation of Optimal Treatment Regimes. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Ali Mortazavi, Junhao Lin, Nishant A. Mehta |
On the price of exact truthfulness in incentive-compatible online learning with bandit feedback: a regret lower bound for WSU-UX. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Marwa El Halabi, Jakub Tarnawski, Ashkan Norouzi-Fard, Thuy-Duong Vuong |
Fairness in Submodular Maximization over a Matroid Constraint. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Tianyi Lin, Marco Cuturi, Michael I. Jordan |
A Specialized Semismooth Newton Method for Kernel-Based Optimal Transport. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Lena Stempfle, Fredrik D. Johansson |
MINTY: Rule-based models that minimize the need for imputing features with missing values. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Olawale Salaudeen, Sanmi Koyejo |
Causally Inspired Regularization Enables Domain General Representations. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Nelson Vadori, Rahul Savani |
Ordinal Potential-based Player Rating. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Wenbo Zhao, Zitong Ma, Zhe Yang |
DHMConv: Directed Hypergraph Momentum Convolution Framework. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Hyeok Kyu Kwon, Minwoo Chae |
Minimax optimal density estimation using a shallow generative model with a one-dimensional latent variable. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Spencer Hutchinson, Berkay Turan, Mahnoosh Alizadeh |
Directional Optimism for Safe Linear Bandits. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Subhojyoti Mukherjee, Qiaomin Xie, Josiah P. Hanna, Robert D. Nowak |
SPEED: Experimental Design for Policy Evaluation in Linear Heteroscedastic Bandits. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Zhaoqi Li, Kevin G. Jamieson, Lalit Jain |
Optimal Exploration is no harder than Thompson Sampling. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Hanjiang Hu, Zuxin Liu, Linyi Li, Jiacheng Zhu, Ding Zhao |
Pixel-wise Smoothing for Certified Robustness against Camera Motion Perturbations. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Florence Carton, Robin Louiset, Pietro Gori |
Double InfoGAN for Contrastive Analysis. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Myrto Limnios, Stéphan Clémençon |
On Ranking-based Tests of Independence. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Walid Krichene, Nicolas Mayoraz, Steffen Rendle, Shuang Song 0001, Abhradeep Thakurta, Li Zhang |
Private Learning with Public Features. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Sijin Chen, Xiwei Cheng, Anthony Man-Cho So |
Non-Convex Joint Community Detection and Group Synchronization via Generalized Power Method. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Wesley Suttle, Vipul Kumar Sharma, Krishna Chaitanya Kosaraju, Seetharaman Sivaranjani, Ji Liu 0001, Vijay Gupta 0001, Brian M. Sadler |
Sampling-based Safe Reinforcement Learning for Nonlinear Dynamical Systems. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Vasileios Kalantzis, Shashanka Ubaru, Chai Wah Wu, Georgios Kollias, Lior Horesh |
Asynchronous Randomized Trace Estimation. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Ziyu Xu, Aaditya Ramdas |
Online multiple testing with e-values. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Haoyang Zheng, Wei Deng 0002, Christian Moya, Guang Lin |
Accelerating Approximate Thompson Sampling with Underdamped Langevin Monte Carlo. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Eugene Berta, Francis R. Bach, Michael Jordan |
Classifier Calibration with ROC-Regularized Isotonic Regression. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Rong Tang, Yun Yang |
Adaptivity of Diffusion Models to Manifold Structures. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Diptarka Chakraborty 0001, Sourav Chakraborty, Gunjan Kumar, Kuldeep S. Meel |
Equivalence Testing: The Power of Bounded Adaptivity. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Jing Dong, Baoxiang Wang 0001, Yaoliang Yu |
Convergence to Nash Equilibrium and No-regret Guarantee in (Markov) Potential Games. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Oren Wright, Yorie Nakahira, José M. F. Moura |
An Analytic Solution to Covariance Propagation in Neural Networks. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Davin Hill, Aria Masoomi, Max Torop, Sandesh Ghimire, Jennifer G. Dy |
Boundary-Aware Uncertainty for Feature Attribution Explainers. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Andrea Ceni, Andrea Cossu, Maximilian W. Stölzle, Jingyue Liu 0001, Cosimo Della Santina, Davide Bacciu, Claudio Gallicchio |
Random Oscillators Network for Time Series Processing. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Jörn Tebbe, Christoph Zimmer, Ansgar Steland, Markus Lange-Hegermann, Fabian Mies |
Efficiently Computable Safety Bounds for Gaussian Processes in Active Learning. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Stephen U. Pasteris, Alberto Rumi, Fabio Vitale, Nicolò Cesa-Bianchi |
Sum-max Submodular Bandits. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Jorge García-Carrasco, Alejandro Maté, Juan C. Trujillo |
How does GPT-2 Predict Acronyms? Extracting and Understanding a Circuit via Mechanistic Interpretability. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Zihao Li, Xiang Ji, Minshuo Chen, Mengdi Wang |
Policy Evaluation for Reinforcement Learning from Human Feedback: A Sample Complexity Analysis. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Eitan Levin, Mateo Díaz |
Any-dimensional equivariant neural networks. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Xiaocheng Li, Shang Liu, Chunlin Sun, Hanzhao Wang |
When No-Rejection Learning is Consistent for Regression with Rejection. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Xiang Meng, Wenyu Chen, Riade Benbaki, Rahul Mazumder |
FALCON: FLOP-Aware Combinatorial Optimization for Neural Network Pruning. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Yuda Shao, Shan Yu, Tianshu Feng |
Nonparametric Automatic Differentiation Variational Inference with Spline Approximation. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Yuxin Chang, Alex J. Boyd, Padhraic Smyth |
Probabilistic Modeling for Sequences of Sets in Continuous-Time. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Long-Fei Li, Peng Zhao, Zhi-Hua Zhou |
Improved Algorithm for Adversarial Linear Mixture MDPs with Bandit Feedback and Unknown Transition. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Yinan Li, Chicheng Zhang |
Efficient Active Learning Halfspaces with Tsybakov Noise: A Non-convex Optimization Approach. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Mohammad Reza Karimi, Ya-Ping Hsieh, Andreas Krause 0001 |
Sinkhorn Flow as Mirror Flow: A Continuous-Time Framework for Generalizing the Sinkhorn Algorithm. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Othmane Sebbouh, Marco Cuturi, Gabriel Peyré |
Structured Transforms Across Spaces with Cost-Regularized Optimal Transport. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Arnab Maiti, Ross Boczar, Kevin G. Jamieson, Lillian J. Ratliff |
Near-Optimal Pure Exploration in Matrix Games: A Generalization of Stochastic Bandits & Dueling Bandits. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Hamza Giaffar, Camille E. Rullán Buxó, Mikio Aoi |
The Effective Number of Shared Dimensions Between Paired Datasets. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Miruna Oprescu, Andrew Bennett, Nathan Kallus |
Low-rank MDPs with Continuous Action Spaces. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Amanda M. Buch, Conor Liston, Logan Grosenick |
Simple and scalable algorithms for cluster-aware precision medicine. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Jonathan Lebensold, Doina Precup, Borja Balle |
On the Privacy of Selection Mechanisms with Gaussian Noise. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Amanda Olmin, Jakob Lindqvist, Lennart Svensson, Fredrik Lindsten |
On the connection between Noise-Contrastive Estimation and Contrastive Divergence. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Victor Dheur, Souhaib Ben Taieb |
Probabilistic Calibration by Design for Neural Network Regression. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Yasushi Esaki, Akihiro Nakamura, Keisuke Kawano, Ryoko Tokuhisa, Takuro Kutsuna |
Accuracy-Preserving Calibration via Statistical Modeling on Probability Simplex. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Srikar Katta, Harsh Parikh, Cynthia Rudin, Alexander Volfovsky |
Interpretable Causal Inference for Analyzing Wearable, Sensor, and Distributional Data. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Mingyuan Zhang, Shivani Agarwal 0001 |
Multiclass Learning from Noisy Labels for Non-decomposable Performance Measures. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Shivvrat Arya, Yu Xiang, Vibhav Gogate |
Deep Dependency Networks and Advanced Inference Schemes for Multi-Label Classification. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Dharmesh Tailor, Aditya Patra, Rajeev Verma, Putra Manggala, Eric T. Nalisnick |
Learning to Defer to a Population: A Meta-Learning Approach. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Kihyuk Hong, Yuhang Li, Ambuj Tewari |
A Primal-Dual-Critic Algorithm for Offline Constrained Reinforcement Learning. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Zhihan Xiong, Romain Camilleri, Maryam Fazel, Lalit Jain, Kevin G. Jamieson |
A/B Testing and Best-arm Identification for Linear Bandits with Robustness to Non-stationarity. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Taeuk Jang, Hongchang Gao, Pengyi Shi, Xiaoqian Wang 0001 |
Achieving Fairness through Separability: A Unified Framework for Fair Representation Learning. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Yuzhou Cao, Lei Feng 0006, Bo An 0001 |
Consistent Hierarchical Classification with A Generalized Metric. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Gokcan Tatli, Yi Chen, Ramya Korlakai Vinayak |
Learning Populations of Preferences via Pairwise Comparison Queries. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Yinglong Guo, Shaohan Li, Gilad Lerman |
The effect of Leaky ReLUs on the training and generalization of overparameterized networks. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Thiago Ramos, Rodrigo Loro Schuller, Alex Akira Okuno, Lucas Nissenbaum, Roberto I Oliveira, Paulo Orenstein |
BlockBoost: Scalable and Efficient Blocking through Boosting. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Mahed Abroshan, Andrew Elliott, Mohammad Mahdi Khalili |
Imposing Fairness Constraints in Synthetic Data Generation. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Samuel Gruffaz, Kyurae Kim, Alain Durmus, Jacob Gardner |
Stochastic Approximation with Biased MCMC for Expectation Maximization. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Alexandre Verine, Muni Sreenivas Pydi, Benjamin Négrevergne, Yann Chevaleyre |
Optimal Budgeted Rejection Sampling for Generative Models. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Davoud Ataee Tarzanagh, Parvin Nazari, Bojian Hou, Li Shen 0001, Laura Balzano |
Online Bilevel Optimization: Regret Analysis of Online Alternating Gradient Methods. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Amey P. Pasarkar, Adji Bousso Dieng |
Cousins Of The Vendi Score: A Family Of Similarity-Based Diversity Metrics For Science And Machine Learning. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Nikolaos Nakis, Abdulkadir Çelikkanat, Louis Boucherie, Sune Lehmann, Morten Mørup |
Time to Cite: Modeling Citation Networks using the Dynamic Impact Single-Event Embedding Model. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Chaoqi Wang, Ziyu Ye, Kevin Murphy, Yuxin Chen 0001 |
Don't Be Pessimistic Too Early: Look K Steps Ahead! |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Pan Zhao, Antoine Chambaz, Julie Josse, Shu Yang |
Positivity-free Policy Learning with Observational Data. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Yipei Wang, Xiaoqian Wang 0001 |
On the Effect of Key Factors in Spurious Correlation: A theoretical Perspective. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Gian Carlo Diluvi, Benjamin Bloem-Reddy, Trevor Campbell |
Mixed variational flows for discrete variables. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Aadirupa Saha, Vitaly Feldman, Yishay Mansour, Tomer Koren |
Faster Convergence with MultiWay Preferences. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Atsushi Nitanda, Ryuhei Kikuchi, Shugo Maeda, Denny Wu |
Why is parameter averaging beneficial in SGD? An objective smoothing perspective. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Ben Batten, Mehran Hosseini, Alessio Lomuscio |
Tight Verification of Probabilistic Robustness in Bayesian Neural Networks. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Kartik Ahuja, Amin Mansouri, Yixin Wang |
Multi-Domain Causal Representation Learning via Weak Distributional Invariances. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Masaki Adachi, Satoshi Hayakawa, Martin Jørgensen, Xingchen Wan, Vu Nguyen, Harald Oberhauser, Michael A. Osborne |
Adaptive Batch Sizes for Active Learning: A Probabilistic Numerics Approach. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Siddharth Joshi, Arnav Jain, Ali Payani, Baharan Mirzasoleiman |
Data-Efficient Contrastive Language-Image Pretraining: Prioritizing Data Quality over Quantity. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Martino Bernasconi, Alberto Marchesi 0001, Francesco Trovò |
Learning Extensive-Form Perfect Equilibria in Two-Player Zero-Sum Sequential Games. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Ryusei Shingaki, Manabu Kuroki |
Identification and Estimation of "Causes of Effects" using Covariate-Mediator Information. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Rayen Tan, Rohan Ghuge, Viswanath Nagarajan |
Informative Path Planning with Limited Adaptivity. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Chen Li 0027, Yoshihiro Yamanishi |
TenGAN: Pure Transformer Encoders Make an Efficient Discrete GAN for De Novo Molecular Generation. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Justin M. Baker, Qingsong Wang, Martin Berzins, Thomas Strohmer, Bao Wang |
Monotone Operator Theory-Inspired Message Passing for Learning Long-Range Interaction on Graphs. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Sayak Ray Chowdhury, Xingyu Zhou 0001, Nagarajan Natarajan |
Differentially Private Reward Estimation with Preference Feedback. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Chaoqi Wang, Yuxin Chen 0001, Kevin Murphy |
Model-based Policy Optimization under Approximate Bayesian Inference. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Kaiqi Zhao 0002, Ming Zhao |
Self-Supervised Quantization-Aware Knowledge Distillation. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Tyler Maunu, Martin Molina-Fructuoso |
Acceleration and Implicit Regularization in Gaussian Phase Retrieval. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
| 1 | Muhammed Emrullah Ildiz, Zhe Zhao, Samet Oymak |
Understanding Inverse Scaling and Emergence in Multitask Representation Learning. |
AISTATS |
2024 |
DBLP BibTeX RDF |
|
![[Valid RSS]](Pics/valid-rss.png "Validate my RSS feed")
data released under the ODC-BY 1.0 license