Du, Ally Yalei

6 publications

ICLR 2025 Misspecified $q$-Learning with Sparse Linear Function Approximation: Tight Bounds on Approximation Error Ally Yalei Du, Lin Yang, Ruosong Wang
ICLR 2025 Reconciling Model Multiplicity for Downstream Decision Making Ally Yalei Du, Dung Daniel Ngo, Steven Wu
UAI 2025 Tuning Algorithmic and Architectural Hyperparameters in Graph-Based Semi-Supervised Learning with Provable Guarantees Ally Yalei Du, Eric Huang, Dravyansh Sharma
NeurIPSW 2024 Misspecified $q$ -Learning with Sparse Linear Function Approximation: Tight Bounds on Approximation Error Ally Yalei Du, Lin Yang, Ruosong Wang
ICMLW 2024 Misspecified $q$-Learning with Sparse Linear Function Approximation: Tight Bounds on Approximation Error Ally Yalei Du, Lin Yang, Ruosong Wang
ICMLW 2024 Theoretical Analyses of Hyperparameter Selection in Graph-Based Semi-Supervised Learning Ally Yalei Du, Eric Huang, Dravyansh Sharma