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02/17/2023
Contests as Optimal Mechanisms under Signal Manipulation
We study the distribution of multiple homogeneous items to multiple agen...
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11/13/2022
Bayesian Analysis of Linear Contracts
We study a generalization of both the classic single-dimensional mechani...
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11/07/2022
Optimal Scoring Rules for Multi-dimensional Effort
This paper develops a framework for the design of scoring rules to optim...
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05/18/2022
Budget Pacing in Repeated Auctions: Regret and Efficiency without Convergence
We study the aggregate welfare and individual regret guarantees of dynam...
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02/13/2022
Incentivizing Participation in Clinical Trials
The difficulty of recruiting patients is a well-known issue in clinical ...
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07/13/2021
On the Impact of Information Acquisition and Aftermarkets on Auction Efficiency
A common assumption in auction theory is that the information available ...
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03/22/2021
Almost Proportional Allocations for Indivisible Chores
In this paper, we consider how to fairly allocate m indivisible chores t...
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03/09/2021
Selling Data to an Agent with Endogenous Information
We consider the model of the data broker selling information to a single...
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03/05/2021
Revenue Maximization for Buyers with Outside Options
We study mechanisms for selling a single item when buyers have private v...
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02/26/2021
Revelation Gap for Pricing from Samples
This paper considers prior-independent mechanism design, in which a sing...
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12/08/2020
Fair Resource Sharing with Externailities
We study a fair resource sharing problem, where a set of resources are t...
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07/09/2020
Multinomial Logit Bandit with Low Switching Cost
We study multinomial logit bandit with limited adaptivity, where the alg...
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07/06/2020
Optimization of Scoring Rules
This paper introduces an objective for optimizing proper scoring rules. ...
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03/01/2020
Simple Mechanisms for Non-linear Agents
We consider agents with non-linear preferences given by private values a...
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01/28/2020
Benchmark Design and Prior-independent Optimization
This paper compares two leading approaches for robust optimization in th...
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09/04/2019
Stochastic Linear Optimization with Adversarial Corruption
We extend the model of stochastic bandits with adversarial corruption (L...
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05/22/2019
Approximately Maximizing the Broker's Profit in a Two-sided Market
We study how to maximize the broker's (expected) profit in a two-sided m...
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05/10/2019
Optimal Auctions vs. Anonymous Pricing: Beyond Linear Utility
The revenue optimal mechanism for selling a single item to agents with i...
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05/04/2019
Tight Regret Bounds for Infinite-armed Linear Contextual Bandits
Linear contextual bandit is a class of sequential decision making proble...
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03/30/2019
Nearly Minimax-Optimal Regret for Linearly Parameterized Bandits
We study the linear contextual bandit problem with finite action sets. W...
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03/03/2019
Revenue Maximization with Imprecise Distribution
We study the revenue maximization problem with an imprecisely estimated ...
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02/07/2019
On Asymptotically Tight Tail Bounds for Sums of Geometric and Exponential Random Variables
In this note we prove bounds on the upper and lower probability tails of...
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05/07/2018
Implementation of Stochastic Quasi-Newton's Method in PyTorch
In this paper, we implement the Stochastic Damped LBFGS (SdLBFGS) for st...
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04/20/2018
Bayesian Auctions with Efficient Queries
Generating good revenue is one of the most important problems in Bayesia...
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02/14/2018