Xiaowu Dai

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 12

Top Topics

Matching Algorithm

Learning Strategies

Recommender Systems

Top Venues

J. Mach. Learn. Res.

Publications

Jiale Han, Xiaowu Dai
Conformal Online Auction Design. CoRR (2024)
Yuantong Li, Guang Cheng, Xiaowu Dai
Dynamic Online Recommendation for Two-Sided Market with Bayesian Incentive Compatibility. CoRR (2024)
Yuantong Li, Guang Cheng, Xiaowu Dai
Double Matching Under Complementary Preferences. CoRR (2023)
Xiaowu Dai, Hengzhi He
Continuous Time Analysis of Dynamic Matching in Heterogeneous Networks. CoRR (2023)
Jiale Han, Xiaowu Dai
Robust multi-item auction design using statistical learning: Overcoming uncertainty in bidders' types distributions. CoRR (2023)
Xiaowu Dai, Yuan Qi, Michael I. Jordan
Incentive-Aware Recommender Systems in Two-Sided Markets. CoRR (2022)
Xiaowu Dai, Michael I. Jordan
Learning Strategies in Decentralized Matching Markets under Uncertain Preferences. J. Mach. Learn. Res. 22 (2021)
Xiaowu Dai, Michael I. Jordan
Learning in Multi-Stage Decentralized Matching Markets. NeurIPS (2021)
Xiaowu Dai, Yuhua Zhu
On Large Batch Training and Sharp Minima: A Fokker-Planck Perspective. CoRR (2021)
Xiaowu Dai, Michael I. Jordan
Multi-Stage Decentralized Matching Markets: Uncertain Preferences and Strategic Behaviors. CoRR (2021)
Xiaowu Dai, Michael I. Jordan
Learning Strategies in Decentralized Matching Markets under Uncertain Preferences. CoRR (2020)
Xiaowu Dai, Yuhua Zhu
Towards Theoretical Understanding of Large Batch Training in Stochastic Gradient Descent. CoRR (2018)