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03/16/2021
Taming Wild Price Fluctuations: Monotone Stochastic Convex Optimization with Bandit Feedback
Prices generated by automated price experimentation algorithms often dis...
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06/11/2020
Grooming a Single Bandit Arm
The stochastic multi-armed bandit problem captures the fundamental explo...
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12/10/2018
Temporal Aspects of Individual Fairness
The concept of individual fairness advocates similar treatment of simila...
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09/18/2018
Exploration vs. Exploitation in Team Formation
An online labor platform faces an online learning problem in matching wo...
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03/19/2018
On Optimal Pricing of Services in On-demand Platforms
I consider the optimal hourly (or per-unit-time in general) pricing prob...
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03/19/2018
On Optimal Pricing of Services in On-demand Labor Platforms
I consider the optimal pricing problem faced by a freelance worker on an...
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02/26/2017
Iterative Local Voting for Collective Decision-making in Continuous Spaces
Many societal decision problems lie in high-dimensional continuous space...
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03/16/2016
Regret Minimization in Repeated Games: A Set-Valued Dynamic Programming Approach
The regret-minimization paradigm has emerged as an effective technique f...
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03/15/2016
Matching While Learning
We consider the problem faced by a service platform that needs to match ...
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07/25/2015
Truth Serums for Massively Crowdsourced Evaluation Tasks
A major challenge in crowdsourcing evaluation tasks like labeling object...
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03/06/2015