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07/22/2023
Nonbossy Mechanisms: Mechanism Design Robust to Secondary Goals
We study mechanism design when agents may have hidden secondary goals wh...
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02/01/2023
Autobidding Auctions in the Presence of User Costs
We study autobidding ad auctions with user costs, where each bidder is v...
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08/22/2022
Efficiency of the First-Price Auction in the Autobidding World
We study the price of anarchy of the first-price auction in the autobidd...
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05/16/2022
Efficient Algorithms for Planning with Participation Constraints
We consider the problem of planning with participation constraints intro...
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08/13/2021
Near-Optimal Reviewer Splitting in Two-Phase Paper Reviewing and Conference Experiment Design
Many scientific conferences employ a two-phase paper review process, whe...
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05/13/2021
Automated Dynamic Mechanism Design
We study Bayesian automated mechanism design in unstructured dynamic env...
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04/12/2021
Automated Mechanism Design for Classification with Partial Verification
We study the problem of automated mechanism design with partial verifica...
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12/18/2020
Classification with Strategically Withheld Data
Machine learning techniques can be useful in applications such as credit...
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10/22/2020
Planning with Submodular Objective Functions
We study planning with submodular objective functions, where instead of ...
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06/29/2020
Mitigating Manipulation in Peer Review via Randomized Reviewer Assignments
We consider three important challenges in conference peer review: (i) re...
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06/15/2020
Nearly Linear Row Sampling Algorithm for Quantile Regression
We give a row sampling algorithm for the quantile loss function with sam...
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06/14/2019
Provably Efficient Q-learning with Function Approximation via Distribution Shift Error Checking Oracle
Q-learning with function approximation is one of the most popular method...
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10/23/2018
A Systematic Framework and Characterization of Influence-Based Network Centrality
In this paper, we present a framework for studying the following fundame...
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05/11/2018