| 2024 | Implicit Regularization in Deep Tucker Factorization: Low-Rankness via Structured Sparsity. | Kais Hariz, Hachem Kadri, Stphane Ayache, Maher Moakher, Thierry Artires |
| 2024 | Conformalized Semi-supervised Random Forest for Classification and Abnormality Detection. | Yujin Han, Mingwenchan Xu, Leying Guan |
| 2024 | Multi-Agent Bandit Learning through Heterogeneous Action Erasure Channels. | Osama A. Hanna, Merve Karakas, Lin Yang, Christina Fragouli |
| 2024 | Robust SVD Made Easy: A fast and reliable algorithm for large-scale data analysis. | Sangil Han, Sungkyu Jung, Kyoowon Kim |
| 2024 | P-tensors: a General Framework for Higher Order Message Passing in Subgraph Neural Networks. | Andrew R. Hands, Tianyi Sun, Risi Kondor |
| 2024 | Identifiable Feature Learning for Spatial Data with Nonlinear ICA. | Hermanni Hlv, Jonathan So, Richard E. Turner, Aapo Hyvrinen |
| 2024 | Effect of Ambient-Intrinsic Dimension Gap on Adversarial Vulnerability. | Rajdeep Haldar, Yue Xing, Qifan Song |
| 2024 | Fairness in Submodular Maximization over a Matroid Constraint. | Marwa El Halabi, Jakub Tarnawski, Ashkan Norouzi-Fard, Thuy-Duong Vuong |
| 2024 | Bures-Wasserstein Means of Graphs. | Isabel Haasler, Pascal Frossard |
| 2024 | Euclidean, Projective, Conformal: Choosing a Geometric Algebra for Equivariant Transformers. | Pim de Haan, Taco Cohen, Johann Brehmer |
| 2024 | Clustering Items From Adaptively Collected Inconsistent Feedback. | Shubham Gupta, Peter W. J. Staar, Christian de Sainte Marie |
| 2024 | Online learning in bandits with predicted context. | Yongyi Guo, Ziping Xu, Susan A. Murphy |
| 2024 | A White-Box False Positive Adversarial Attack Method on Contrastive Loss Based Offline Handwritten Signature Verification Models. | Zhongliang Guo, Weiye Li, Yifei Qian, Ognjen Arandjelovic, Lei Fang |
| 2024 | The effect of Leaky ReLUs on the training and generalization of overparameterized networks. | Yinglong Guo, Shaohan Li, Gilad Lerman |
| 2024 | Adaptive importance sampling for heavy-tailed distributions via α-divergence minimization. | Thomas Guilmeau, Nicola Branchini, Emilie Chouzenoux, Victor Elvira |
| 2024 | Stochastic Approximation with Biased MCMC for Expectation Maximization. | Samuel Gruffaz, Kyurae Kim, Alain Durmus, Jacob R. Gardner |
| 2024 | A Greedy Approximation for k-Determinantal Point Processes. | Julia Grosse, Rahel Fischer, Roman Garnett, Philipp Hennig |
| 2024 | Optimal Zero-Shot Detector for Multi-Armed Attacks. | Federica Granese, Marco Romanelli, Pablo Piantanida |
| 2024 | Towards Practical Non-Adversarial Distribution Matching. | Ziyu Gong, Ben Usman, Han Zhao, David I. Inouye |
| 2024 | Testing Generated Distributions in GANs to Penalize Mode Collapse. | Yanxiang Gong, Zhiwei Xie, Mei Xie, Xin Ma |
| 2024 | The Effective Number of Shared Dimensions Between Paired Datasets. | Hamza Giaffar, Camille E. Rulln Bux, Mikio Aoi |
| 2024 | Sample-efficient neural likelihood-free Bayesian inference of implicit HMMs. | Sanmitra Ghosh, Paul Birrell, Daniela De Angelis |
| 2024 | Towards Achieving Sub-linear Regret and Hard Constraint Violation in Model-free RL. | Arnob Ghosh, Xingyu Zhou, Ness B. Shroff |
| 2024 | Transductive conformal inference with adaptive scores. | Ulysse Gazin, Gilles Blanchard, tienne Roquain |
| 2024 | Soft-constrained Schrdinger Bridge: a Stochastic Control Approach. | Jhanvi Garg, Xianyang Zhang, Quan Zhou |