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05/27/2023
Auditing Fairness by Betting
We provide practical, efficient, and nonparametric methods for auditing ...
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02/07/2023
A unified recipe for deriving (time-uniform) PAC-Bayes bounds
We present a unified framework for deriving PAC-Bayesian generalization ...
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08/24/2022
Entropy Regularization for Population Estimation
Entropy regularization is known to improve exploration in sequential dec...
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08/18/2022
Detecting Environmental Violations with Satellite Imagery in Near Real Time: Land Application under the Clean Water Act
This paper introduces a new, highly consequential setting for the use of...
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04/25/2022
Integrating Reward Maximization and Population Estimation: Sequential Decision-Making for Internal Revenue Service Audit Selection
We introduce a new setting, optimize-and-estimate structured bandits. He...
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12/21/2021
Mapping industrial poultry operations at scale with deep learning and aerial imagery
Concentrated Animal Feeding Operations (CAFOs) pose serious risks to air...
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12/13/2021
Beyond Ads: Sequential Decision-Making Algorithms in Public Policy
We explore the promises and challenges of employing sequential decision-...
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10/25/2021
Reconciling Risk Allocation and Prevalence Estimation in Public Health Using Batched Bandits
In many public health settings, there is a perceived tension between all...
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05/29/2021
Enhancing Environmental Enforcement with Near Real-Time Monitoring: Likelihood-Based Detection of Structural Expansion of Intensive Livestock Farms
Environmental enforcement has historically relied on physical, resource-...
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05/02/2020
Simultaneous Visibility Representations of Undirected Pairs of Graphs
We consider the problem of determining if a pair of undirected graphs ⟨ ...
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12/07/2018
Output-Oblivious Stochastic Chemical Reaction Networks
We classify the functions f:N^2 →N which are stably computable by output...
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10/03/2018