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03/31/2021
Differentially Private Histograms under Continual Observation: Streaming Selection into the Unknown
We generalize the continuous observation privacy setting from Dwork et a...
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10/27/2020
A Members First Approach to Enabling LinkedIn's Labor Market Insights at Scale
We describe the privatization method used in reporting labor market insi...
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07/17/2019
Competing Against Equilibria in Zero-Sum Games with Evolving Payoffs
We study the problem of repeated play in a zero-sum game in which the pa...
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05/25/2019
Large Scale Markov Decision Processes with Changing Rewards
We consider Markov Decision Processes (MDPs) where the rewards are unkno...
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10/01/2018
Risk-Averse Stochastic Convex Bandit
Motivated by applications in clinical trials and finance, we study the p...
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07/06/2018