 Automatic debiasing of neural networks via moment-constrained learningCLEaR (CLEaR), 2024 |
 The Ideal Continual Learner: An Agent That Never ForgetsInternational Conference on Machine Learning (ICML), 2023 |
 Online Nonstochastic Control with Adversarial and Static ConstraintsInternational Conference on Machine Learning (ICML), 2023 |
 Achieving Zero Constraint Violation for Constrained Reinforcement
Learning via Conservative Natural Policy Gradient Primal-Dual AlgorithmAAAI Conference on Artificial Intelligence (AAAI), 2022 |
 Projection-Free Algorithm for Stochastic Bi-level OptimizationIEEE Transactions on Signal Processing (IEEE TSP), 2021 |
 Solving Stochastic Optimization with Expectation Constraints Efficiently
by a Stochastic Augmented Lagrangian-Type AlgorithmINFORMS journal on computing (IJOC), 2021 |
 Stochastic Compositional Gradient Descent under Compositional
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