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05/09/2023
Description Complexity of Regular Distributions
Myerson's regularity condition of a distribution is a standard assumptio...
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03/27/2023
Learning Rate Schedules in the Presence of Distribution Shift
We design learning rate schedules that minimize regret for SGD-based onl...
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11/04/2021
Pricing Query Complexity of Revenue Maximization
The common way to optimize auction and pricing systems is to set aside a...
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06/08/2021
Learning to Price Against a Moving Target
In the Learning to Price setting, a seller posts prices over time with t...
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10/20/2020
Limiting Behaviors of Nonconvex-Nonconcave Minimax Optimization via Continuous-Time Systems
Unlike nonconvex optimization, where gradient descent is guaranteed to c...
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06/15/2020