Chao Tao

4 papers · 2018–2021 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird

Venues

AAAI (1) ICML (1) NeurIPS (1) UAI (1)

Top co-authors

Yuan Zhou (3) Saúl Blanco (2) Xiaojin Zhang (1) Jian Peng (1) Pinyan Lu (1) Guangyu Xi (1)

Research topics

Machine Learning (4) Optimization & Theory (4) Mathematics & Optimization (2) Learning Types (2) Optimization (2) Artificial Intelligence (1) Reinforcement Learning (1) Application Areas (1) Applications (1) Core AI (1)

Keywords

multi-armed bandit (3) sample complexity (2) best arm identification (2) regret bound (2) experiment design (1) online algorithm (1) adaptive algorithm (1) risk-sensitive optimization (1) sharpe ratio (1) linear bandit (1) bandit algorithm (1) risk criterion (1) thresholding bandit (1) conditional value at risk (1) multinomial logit bandit (1) entropy risk (1) stochastic optimization (1) arm allocation (1) online learning (1) regret minimization (1)

Papers

Near-Optimal MNL Bandits Under Risk Criteria AAAI 2021 Variance-dependent best arm identification UAI 2021 Thresholding Bandit with Optimal Aggregate Regret NeurIPS 2019 Best Arm Identification in Linear Bandits with Linear Dimension Dependency ICML 2018