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Kwong-sak Leung

3 papers · 2006–2020 · 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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+5 more ↓ 🌍 Conference Polyglot Β· Bronze πŸƒ Academic Marathon Β· Half πŸŒ‰ Interdisciplinary Bridge Β· Bronze πŸ—ΊοΈ Taxonomy Completionist (14) 🐣 Hot Topic Early Bird
🌱 Topic Pioneer 🧭 Keyword Pioneer πŸ† Keyword Champion πŸ“ˆ Trend Setter πŸš€ Conference Pioneer

Venues

AAAI (1) IJCAI (1) NeurIPS (1)

Top co-authors

Shuai Li (2) Wei Chen (2) Zheng Wen (1) Kin-hong Lee (1) Wenye Li (1)

Research topics

Machine Learning (3) Learning Types (3) Mathematics & Optimization (2) Core Methods (2) Optimization (2) Optimization & Theory Β· Machine Learning (2) Deep Learning (1) Optimization & Theory Β· Deep Learning (1)

Keywords

multi-armed bandit (2) regret bound (2) online clustering (1) supervised learning (1) regularized learning (1) hilbert space (1) representer theorem (1) stochastic process (1) user clustering (1) least square (1) squared loss (1) kernel-based learning (1) regularized least square (1) feedback graph (1) stochastic online learning (1) kernel methods (1) probabilistic graph (1) feature learning (1) predefined feature (1) online learning (1)

Papers

Stochastic Online Learning with Probabilistic Graph Feedback AAAI 2020 Improved Algorithm on Online Clustering of Bandits IJCAI 2019 Generalized Regularized Least-Squares Learning with Predefined Features in a Hilbert Space NeurIPS 2006