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08/18/2023
Greedy-Based Online Fair Allocation with Adversarial Input: Enabling Best-of-Many-Worlds Guarantees
We study an online allocation problem with sequentially arriving items a...
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01/05/2023
Statistical Inference and A/B Testing for First-Price Pacing Equilibria
We initiate the study of statistical inference and A/B testing for first...
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09/29/2022
Statistical Inference for Fisher Market Equilibrium
Statistical inference under market equilibrium effects has attracted inc...
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02/23/2022
Nonstationary Dual Averaging and Online Fair Allocation
We consider the problem of fairly allocating items to a set of individua...
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06/18/2021
Local AdaGrad-Type Algorithm for Stochastic Convex-Concave Minimax Problems
Large scale convex-concave minimax problems arise in numerous applicatio...
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02/19/2021
Instrumental Variable Value Iteration for Causal Offline Reinforcement Learning
In offline reinforcement learning (RL) an optimal policy is learnt solel...
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07/02/2020