| 2023 | An improved variational approximate posterior for the deep Wishart process. | Sebastian W. Ober, Ben Anson, Edward Milsom, Laurence Aitchison |
| 2023 | Size-constrained k-submodular maximization in near-linear time. | Guanyu Nie, Yanhui Zhu, Yididiya Y. Nadew, Samik Basu, A. Pavan, Christopher John Quinn |
| 2023 | Probabilistic Multi-Dimensional Classification. | Vu-Linh Nguyen, Yang Yang, Cassio de Campos |
| 2023 | Simple Transferability Estimation for Regression Tasks. | Cuong N. Nguyen, Phong Tran, Lam Si Tung Ho, Vu C. Dinh, Anh T. Tran, Tal Hassner, Cuong V. Nguyen |
| 2023 | Efficient Failure Pattern Identification of Predictive Algorithms. | Bao Nguyen, Viet Anh Nguyen |
| 2023 | Keep-Alive Caching for the Hawkes process. | Sushirdeep Narayana, Ian A. Kash |
| 2023 | Two-phase Attacks in Security Games. | Andrzej Nagrko, Pawel Ciosmak, Tomasz P. Michalak |
| 2023 | Active metric learning and classification using similarity queries. | Namrata Nadagouda, Austin Xu, Mark A. Davenport |
| 2023 | On Testability and Goodness of Fit Tests in Missing Data Models. | Razieh Nabi, Rohit Bhattacharya |
| 2023 | Composing Efficient, Robust Tests for Policy Selection. | Dustin Morrill, Thomas J. Walsh, Daniel Hernandez, Peter R. Wurman, Peter Stone |
| 2023 | Adaptive Conditional Quantile Neural Processes. | Peiman Mohseni, Nick Duffield, Bani K. Mallick, Arman Hasanzadeh |
| 2023 | On Minimizing the Impact of Dataset Shifts on Actionable Explanations. | Anna P. Meyer, Dan Ley, Suraj Srinivas, Himabindu Lakkaraju |
| 2023 | On the Relation between Policy Improvement and Off-Policy Minimum-Variance Policy Evaluation. | Alberto Maria Metelli, Samuele Meta, Marcello Restelli |
| 2023 | KrADagrad: Kronecker approximation-domination gradient preconditioned stochastic optimization. | Jonathan Mei, Alexander Moreno, Luke Walters |
| 2023 | Causal information splitting: Engineering proxy features for robustness to distribution shifts. | Bijan Mazaheri, Atalanti-Anastasia Mastakouri, Dominik Janzing, Michaela Hardt |
| 2023 | TCE: A Test-Based Approach to Measuring Calibration Error. | Takuo Matsubara, Niek Tax, Richard Mudd, Ido Guy |
| 2023 | Partial identification of dose responses with hidden confounders. | Myrl G. Marmarelis, Elizabeth Haddad, Andrew Jesson, Neda Jahanshad, Aram Galstyan, Greg Ver Steeg |
| 2023 | The Shrinkage-Delinkage Trade-off: an Analysis of Factorized Gaussian Approximations for Variational Inference. | Charles C. Margossian, Lawrence K. Saul |
| 2023 | Random Reshuffling with Variance Reduction: New Analysis and Better Rates. | Grigory Malinovsky, Alibek Sailanbayev, Peter Richtrik |
| 2023 | DeepGD3: Unknown-Aware Deep Generative/Discriminative Hybrid Defect Detector for PCB Soldering Inspection. | Ching-Wen Ma, Yanwei Liu |
| 2023 | Federated learning of models pre-trained on different features with consensus graphs. | Tengfei Ma, Trong Nghia Hoang, Jie Chen |
| 2023 | Practical privacy-preserving Gaussian process regression via secret sharing. | Jinglong Luo, Yehong Zhang, Jiaqi Zhang, Shuang Qin, Hui Wang, Yue Yu, Zenglin Xu |
| 2023 | Benefits of monotonicity in safe exploration with Gaussian processes. | Arpan Losalka, Jonathan Scarlett |
| 2023 | No-Regret Linear Bandits beyond Realizability. | Chong Liu, Ming Yin, Yu-Xiang Wang |
| 2023 | Accelerating Voting by Quantum Computation. | Ao Liu, Qishen Han, Lirong Xia, Nengkun Yu |