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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