Ben Chugg
4 papers · 2023–2023 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (12) πΊοΈ Taxonomy Completionist (12)
π
Keyword Champion
(2)
Conferences
AAAI (2)
JMLR (1)
NIPS (1)
Top co-authors
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
NIPS 2023
Integrating Reward Maximization and Population Estimation: Sequential Decision-Making for Internal Revenue Service Audit Selection
AAAI 2023
Entropy Regularization for Population Estimation
AAAI 2023
A Unified Recipe for Deriving (Time-Uniform) PAC-Bayes Bounds
JMLR 2023