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05/03/2022
Traversing Supervisor Problem: An Approximately Optimal Approach to Multi-Robot Assistance
The number of multi-robot systems deployed in field applications has inc...
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06/30/2021
Which Echo Chamber? Regions of Attraction in Learning with Decision-Dependent Distributions
As data-driven methods are deployed in real-world settings, the processe...
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02/05/2021
On the Sample Complexity of Causal Discovery and the Value of Domain Expertise
Causal discovery methods seek to identify causal relations between rando...
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01/28/2021
Private DNA Sequencing: Hiding Information in Discrete Noise
When an individual's DNA is sequenced, sensitive medical information bec...
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10/26/2020
Expert Selection in High-Dimensional Markov Decision Processes
In this work we present a multi-armed bandit framework for online expert...
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04/01/2020
Failure of Equilibrium Selection Methods for Multiple-Principal, Multiple-Agent Problems with Non-Rivalrous Goods: An Analysis of Data Markets
The advent of machine learning tools has led to the rise of data markets...
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02/12/2020
Protecting Consumers Against Personalized Pricing: A Stopping Time Approach
The widespread availability of behavioral data has led to the developmen...
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01/09/2020
smartSDH: A Mechanism Design Approach to Building Control
As Internet of Things (IoT) technologies are increasingly being deployed...
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09/13/2019
Strategic Inference with a Single Private Sample
Motivated by applications in cyber security, we develop a simple game mo...
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04/29/2019
Competitive Statistical Estimation with Strategic Data Sources
In recent years, data has played an increasingly important role in the e...
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11/03/2017
People as Sensors: Imputing Maps from Human Actions
Despite growing attention in autonomy, there are still many open problem...
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07/25/2017
Resilient Energy Allocation Model for Supply Shortage Outages
Supply Shortage Outages are a major concern during peak demand for devel...
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01/29/2013