Ben Chugg

4 papers · 2023–2023 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12)

Venues

AAAI (2) JMLR (1) NeurIPS (1)

Top co-authors

Aaditya Ramdas (2) Peter Henderson (2) Daniel E. Ho (2) Jacob Goldin (2) Santiago Cortes-Gomez (1) John Guyton (1) Alex Turk (1) Brandon Anderson (1) Kristen Altenburger (1) Bryan Wilder (1)

Research topics

Machine Learning (4) Mathematics & Optimization (3) Application Areas (2) Optimization (2) Optimization & Theory (2) Core Methods (1) Learning Types (1) Mathematics (1)

Keywords

multi-armed bandit (2) population estimation (2) distribution shift (1) stochastic process (1) sequential testing (1) reward maximization (1) generalization bound (1) pac-bayesian bound (1) pac-bayes bound (1) entropy regularization (1) reward estimation (1) fairness auditing (1) time-uniform bound (1) unbiased estimate (1) mixture method (1) testing by betting (1) game-theoretic statistics (1) audit selection (1) kl divergence (1) tax gap (1)

Papers

Auditing Fairness by Betting NeurIPS 2023 A Unified Recipe for Deriving (Time-Uniform) PAC-Bayes Bounds JMLR 2023 Entropy Regularization for Population Estimation AAAI 2023 Integrating Reward Maximization and Population Estimation: Sequential Decision-Making for Internal Revenue Service Audit Selection AAAI 2023