Fabrice Clérot

3 papers · 2013–2016 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🚀 Conference Pioneer

Venues

ICML (2) AISTATS (1)

Top co-authors

Tanguy Urvoy (3) Raphaël Féraud (2) Pratik Gajane (1) Robin Allesiardo (1) Sami Naamane (1)

Research topics

Machine Learning (3) Mathematics & Optimization (2) Learning Types (2) Optimization (2) Artificial Intelligence (1) Computer Science (1) Applications (1) Core AI (1) Core Methods (1) Optimization & Theory (1)

Keywords

online learning (1) sample complexity (1) partial feedback (1) multi-armed bandit (1) regret bound (1) contextual bandit (1) decision tree (1) pure exploration (1) adversarial bandit (1) random forest (1) dueling bandit (1) stochastic online learning (1) relative feedback (1) exponential weighting (1) voting bandit (1)

Papers

Random Forest for the Contextual Bandit Problem AISTATS 2016 A Relative Exponential Weighing Algorithm for Adversarial Utility-based Dueling Bandits ICML 2015 Generic Exploration and K-armed Voting Bandits ICML 2013