Xuedong Shang

4 papers · 2019–2021 · 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) 🐣 Hot Topic Early Bird

Venues

ICML (2) AISTATS (1) ALT (1)

Top co-authors

Michal Valko (4) Pierre Menard (3) Emilie Kaufmann (2) Omar Darwiche Domingues (1) Rémy Degenne (1) Rianne Heide (1)

Research topics

Machine Learning (4) Optimization & Theory (3) Mathematics & Optimization (2) Optimization (2) Deep Learning (1) Reinforcement Learning (1) Core Methods (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Methods (1)

Keywords

multi-armed bandit (2) best arm identification (2) regret bound (2) optimal experimental design (1) thompson sampling (1) upper confidence bound (1) linear bandit (1) pure exploration (1) tabular learning (1) posterior convergence (1) optimistic optimization (1) sample complexity (1) hierarchical bandit (1) markov decision process (1) global optimization (1)

Papers

UCB Momentum Q-learning: Correcting the bias without forgetting ICML 2021 Fixed-confidence guarantees for Bayesian best-arm identification AISTATS 2020 Gamification of Pure Exploration for Linear Bandits ICML 2020 General parallel optimization a without metric ALT 2019