 Deterministic Uncertainty Propagation for Improved Model-Based Offline Reinforcement LearningNeural Information Processing Systems (NeurIPS), 2024 |
 Stability-based Generalization Analysis for Mixtures of Pointwise and
Pairwise LearningAAAI Conference on Artificial Intelligence (AAAI), 2023 |
 On the Stability and Generalization of Triplet LearningAAAI Conference on Artificial Intelligence (AAAI), 2023 |
 Learning Rates for Nonconvex Pairwise LearningIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 |
 Conditional regression for single-index modelsBernoulli (Bernoulli), 2020 |
 A Robust Spectral Clustering Algorithm for Sub-Gaussian Mixture Models
with OutliersOperational Research (OR), 2019 |
