Xiaowu Dai

5 papers · 2021–2026 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (15)

Venues

JMLR (2) AAAI (1) ICML (1) NeurIPS (1)

Top co-authors

Michael I. Jordan (2) Lexin Li (1) Yuantong Li (1) Guang Cheng (1) Jiale Han (1) Yuhua Zhu (1)

Research topics

Mathematics & Optimization (4) Machine Learning (3) Optimization (3) Optimization & Theory (3) Artificial Intelligence (2) Reinforcement Learning (2) Core AI (2) Core Methods (2) Methods (2) Learning Types (1) Statistics (1)

Keywords

matching market (2) kernel learning (2) preference learning (1) reproducing kernel hilbert space (1) variance reduction (1) stochastic process (1) thompson sampling (1) temporal difference (1) bayesian regret (1) incentive compatibility (1) debiasing method (1) ordinary differential equation (1) experience replay (1) bandit learning (1) market design (1) minimax optimal rate (1) variational analysis (1) decentralized setting (1) confidence band (1) regulatory function (1)

Papers

Variance Reduction via Resampling and Experience Replay AAAI 2026 Post-Regularization Confidence Bands for Ordinary Differential Equations JMLR 2024 Two-sided Competing Matching Recommendation Markets With Quota and Complementary Preferences Constraints ICML 2024 Learning in Multi-Stage Decentralized Matching Markets NeurIPS 2021 Learning Strategies in Decentralized Matching Markets under Uncertain Preferences JMLR 2021