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01/08/2023
Fully Dynamic Online Selection through Online Contention Resolution Schemes
We study fully dynamic online selection problems in an adversarial/stoch...
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11/11/2022
Bandits for Online Calibration: An Application to Content Moderation on Social Media Platforms
We describe the current content moderation strategy employed by Meta to ...
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02/10/2022
Robust and fair work allocation
In today's digital world, interaction with online platforms is ubiquitou...
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12/13/2021
Top K Ranking for Multi-Armed Bandit with Noisy Evaluations
We consider a multi-armed bandit setting where, at the beginning of each...
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03/31/2021
QUEST: Queue Simulation for Content Moderation at Scale
Moderating content in social media platforms is a formidable challenge d...
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03/16/2021
Stochastic Bandits for Multi-platform Budget Optimization in Online Advertising
We study the problem of an online advertising system that wants to optim...
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11/28/2020
Improved Optimistic Algorithm For The Multinomial Logit Contextual Bandit
We consider a dynamic assortment selection problem where the goal is to ...
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11/03/2020
Multi-armed Bandits with Cost Subsidy
In this paper, we consider a novel variant of the multi-armed bandit (MA...
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11/02/2019