research
∙
07/21/2023
Bandits with Deterministically Evolving States
We propose a model for learning with bandit feedback while accounting fo...
share
research
∙
06/09/2023
Strategic Apple Tasting
Algorithmic decision-making in high-stakes domains often involves assign...
research
∙
06/05/2023
Calibrated Stackelberg Games: Learning Optimal Commitments Against Calibrated Agents
In this paper, we introduce a generalization of the standard Stackelberg...
research
∙
02/13/2023
Recommending to Strategic Users
Recommendation systems are pervasive in the digital economy. An importan...
research
∙
11/25/2022
Strategyproof Decision-Making in Panel Data Settings and Beyond
We propose a framework for decision-making in the presence of strategic ...
research
∙
06/15/2022
Corruption-Robust Contextual Search through Density Updates
We study the problem of contextual search in the adversarial noise model...
research
∙
03/01/2021
Information Discrepancy in Strategic Learning
We study the effects of information discrepancy across sub-populations o...
research
∙
06/22/2020
Adaptive Discretization for Adversarial Bandits with Continuous Action Spaces
Lipschitz bandits is a prominent version of multi-armed bandits that stu...
research
∙
02/26/2020
Corrupted Multidimensional Binary Search: Learning in the Presence of Irrational Agents
Standard game-theoretic formulations for settings like contextual pricin...
research
∙
02/20/2020
No-Regret and Incentive-Compatible Online Learning
We study online learning settings in which experts act strategically to ...
research
∙
11/10/2019
Grinding the Space: Learning to Classify Against Strategic Agents
We study the problem of online learning in strategic classification sett...
research
∙
09/06/2018
A Bridge between Liquid and Social Welfare in Combinatorial Auctions with Submodular Bidders
We study incentive compatible mechanisms for Combinatorial Auctions wher...
research
∙
05/27/2018
Strategyproof Linear Regression in High Dimensions
This paper is part of an emerging line of work at the intersection of ma...
research
∙
11/03/2017
