Maoyuan Song

3 papers · 2022–2025 · 3 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 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10)

Venues

AISTATS (1) ICML (1) NeurIPS (1)

Top co-authors

Young-San Lin (2) Elena Grigorescu (2) Jasper C.H. Lee (1) Sandeep Silwal (1) Paul Valiant (1) Samson Zhou (1) Walter Mckelvie (1)

Research topics

Machine Learning (3) Mathematics & Optimization (2) Learning Types (2) Optimization & Theory (2) Artificial Intelligence (1) Computer Science (1) Foundations (1) Learning Paradigms (1) Mathematics (1) Optimization (1) Probability (1)

Keywords

online algorithm (2) learning-augmented algorithm (2) primal-dual framework (1) outlier robustness (1) contamination model (1) primal-dual method (1) asymptotic normality (1) covering problem (1) online concave packing (1) online convex covering (1) efficiency (1) finite moments (1) semidefinite programming (1) sub-gaussianity (1) linear programming (1)

Papers

All-Purpose Mean Estimation over R: Optimal Sub-Gaussianity with Outlier Robustness and Low Moments Performance ICML 2025 Learning-Augmented Algorithms for Online Concave Packing and Convex Covering Problems AISTATS 2025 Learning-Augmented Algorithms for Online Linear and Semidefinite Programming NeurIPS 2022