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05/18/2023
Online Resource Allocation in Episodic Markov Decision Processes
This paper studies a long-term resource allocation problem over multiple...
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05/02/2023
Projection-Free Online Convex Optimization with Stochastic Constraints
This paper develops projection-free algorithms for online convex optimiz...
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01/26/2023
Online Convex Optimization with Stochastic Constraints: Zero Constraint Violation and Bandit Feedback
This paper studies online convex optimization with stochastic constraint...
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10/12/2022
Non-smooth and Hölder-smooth Submodular Maximization
We study the problem of maximizing a continuous DR-submodular function t...
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05/28/2021
Learning to Schedule
This paper proposes a learning and scheduling algorithm to minimize the ...
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12/30/2020
Test Score Algorithms for Budgeted Stochastic Utility Maximization
Motivated by recent developments in designing algorithms based on indivi...
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12/02/2019