Scholar

Quan Nguyen

Google Scholar ID: GLMp5aYAAAAJ

University of Victoria

Machine Learning TheoryReinforcement LearningMin-max optimization

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Publications

13 items

Browse publications on Google Scholar (top-right) ↗

Resume (English only)

Academic Achievements

Oct 2025: Preprint "How to Set β1, β2 in Adam: An Online Learning Perspective" uploaded to Arxiv
May 2025: Preprint "One-Layer Transformers are Provably Optimal for In-context Reasoning..." (with Thanh Nguyen-Tang) on Arxiv
May 2025: One paper accepted to ICML, another to COLT
Feb 2025: Preprint "Data-dependent Bounds with T-Optimal Best-of-Both-Worlds Guarantees..." (with Shinji Ito, Junpei Komiyama, Nishant Mehta) on Arxiv
Oct 2024: Preprint "Beyond Minimax Rates in Group Distributionally Robust Optimization..." (with Nishant Mehta and Cristóbal Guzmán) on Arxiv
Jan 2024: Paper accepted to AISTATS
Nov 2024: Selected as Top Reviewer at NeurIPS 2024
Jul 2023: Passed PhD Candidacy
Presented talks/posters at top conferences including COLT, ICML, AISTATS, AAAI, and ALT

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