Ruitu Xu

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 14

Top Topics

Back Propagation

Candidate Matches

Reinforcement Learning

Optimality Criterion

Top Venues

Publications

Yingjie Fei, Ruitu Xu
Taming Equilibrium Bias in Risk-Sensitive Multi-Agent Reinforcement Learning. CoRR (2024)
Ruitu Xu, Yifei Min, Tianhao Wang
Noise-Adaptive Thompson Sampling for Linear Contextual Bandits. NeurIPS (2023)
Ruitu Xu, Yifei Min, Tianhao Wang, Michael I. Jordan, Zhaoran Wang, Zhuoran Yang
Finding Regularized Competitive Equilibria of Heterogeneous Agent Macroeconomic Models via Reinforcement Learning. AISTATS (2023)
Ruitu Xu, Yifei Min, Tianhao Wang, Zhaoran Wang, Michael I. Jordan, Zhuoran Yang
Finding Regularized Competitive Equilibria of Heterogeneous Agent Macroeconomic Models with Reinforcement Learning. CoRR (2023)
Yifei Min, Tianhao Wang, Ruitu Xu, Zhaoran Wang, Michael I. Jordan, Zhuoran Yang
Learn to Match with No Regret: Reinforcement Learning in Markov Matching Markets. CoRR (2022)
Yingjie Fei, Ruitu Xu
Cascaded Gaps: Towards Gap-Dependent Regret for Risk-Sensitive Reinforcement Learning. CoRR (2022)
Yingjie Fei, Ruitu Xu
Cascaded Gaps: Towards Logarithmic Regret for Risk-Sensitive Reinforcement Learning. ICML (2022)
Yifei Min, Tianhao Wang, Ruitu Xu, Zhaoran Wang, Michael I. Jordan, Zhuoran Yang
Learn to Match with No Regret: Reinforcement Learning in Markov Matching Markets. NeurIPS (2022)
Ruitu Xu, Lin Chen, Amin Karbasi
Meta Learning in the Continuous Time Limit. AISTATS (2021)
Ganlin Song, Ruitu Xu, John Lafferty
Convergence and Alignment of Gradient Descentwith Random Back propagation Weights. CoRR (2021)
Ganlin Song, Ruitu Xu, John Lafferty
Convergence and Alignment of Gradient Descent with Random Backpropagation Weights. NeurIPS (2021)
Ruitu Xu, Lin Chen, Amin Karbasi
Meta Learning in the Continuous Time Limit. CoRR (2020)
Shuyang Ling, Ruitu Xu, Afonso S. Bandeira
On the Landscape of Synchronization Networks: A Perspective from Nonconvex Optimization. SIAM J. Optim. 29 (3) (2019)
Chen Li, Luca Venturi, Ruitu Xu
Learning the Kernel for Classification and Regression. CoRR (2017)