Liu, Xingtu

4 publications

NeurIPSW 2024 Information-Theoretic Generalization Bounds for Batch Reinforcement Learning Xingtu Liu

ECML-PKDD 2024 Landscape Analysis of Stochastic Policy Gradient Methods Xingtu Liu

NeurIPSW 2024 Neural Networks with Complex-Valued Weights Have No Spurious Local Minima Xingtu Liu

ICML 2022 Improved Rates for Differentially Private Stochastic Convex Optimization with Heavy-Tailed Data Gautam Kamath, Xingtu Liu, Huanyu Zhang