 Fairness in Survival Analysis with Distributionally Robust OptimizationJournal of machine learning research (JMLR), 2024 |
 A Comprehensive Framework for Evaluating Time to Event Predictions using
the Restricted Mean Survival TimeScandinavian Journal of Statistics (Scand. J. Stat.), 2023 |
 Survival Kernets: Scalable and Interpretable Deep Kernel Survival
Analysis with an Accuracy GuaranteeJournal of machine learning research (JMLR), 2022 |
 Inverse-Weighted Survival GamesNeural Information Processing Systems (NeurIPS), 2021 |
 Uncertainty-Aware Time-to-Event Prediction using Deep Kernel Accelerated
Failure Time ModelsMachine Learning in Health Care (MLHC), 2021 |
 T-SCI: A Two-Stage Conformal Inference Algorithm with Guaranteed
Coverage for Cox-MLPInternational Conference on Machine Learning (ICML), 2021 |
 Image Representations Learned With Unsupervised Pre-Training Contain
Human-like BiasesConference on Fairness, Accountability and Transparency (FAccT), 2020 |
