T-H. Hubert Chan

4 papers · 2017–2025 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird 🏆 Grand Slam

Venues

AAAI (1) ICLR (1) ICML (1) NeurIPS (1)

Top co-authors

Mengshi Zhao (2) Mauro Sozio (1) Shaofeng H.-C. Jiang (1) Tianyi Wu (1) Qipeng Kuang (1) Shuguang Hu (1) Chenzi Zhang (1) Zhihao Gavin Tang (1) Marco Bressan (1) Hao Xie (1)

Research topics

Machine Learning (3) Mathematics & Optimization (3) Optimization (2) Optimization & Theory (2) Artificial Intelligence (1) Security & Privacy (1) Core Methods (1) Differential Privacy (1) Learning Paradigms (1) Learning Types (1) Mathematics (1) Privacy (1)

Keywords

convex optimization (2) semi-supervised learning (1) online clustering (1) k-means clustering (1) graph structure (1) distributed optimization (1) streaming algorithm (1) approximation algorithm (1) alternating direction method of multiplier (1) subgradient method (1) confidence interval (1) competitive analysis (1) privacy amplification (1) consistency guarantee (1) iterative method (1) graphlet sampling (1) differential privacy (1) induced subgraph (1)

Papers

Online Clustering with Nearly Optimal Consistency ICLR 2025 Efficient Streaming Algorithms for Graphlet Sampling NeurIPS 2024 Privacy Amplification by Iteration for ADMM with (Strongly) Convex Objective Functions AAAI 2024 Re-revisiting Learning on Hypergraphs: Confidence Interval and Subgradient Method ICML 2017