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Dionysios S. Kalogerias

Stochastic Resource Allocation via Dual Tail Waterfilling

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Dec 03, 2023
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Robust and Reliable Stochastic Resource Allocation via Tail Waterfilling

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May 01, 2023
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Beyond Lipschitz: Sharp Generalization and Excess Risk Bounds for Full-Batch GD

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Apr 26, 2022
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Black-Box Generalization

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Feb 14, 2022
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Model-Free Learning of Optimal Deterministic Resource Allocations in Wireless Systems via Action-Space Exploration

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Aug 23, 2021
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Uncertainty Principles in Risk-Aware Statistical Estimation

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Apr 29, 2021
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Noisy Linear Convergence of Stochastic Gradient Descent for CV@R Statistical Learning under Polyak-Łojasiewicz Conditions

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Jan 19, 2021
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Zeroth-order Deterministic Policy Gradient

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Jul 11, 2020
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Best-Arm Identification for Quantile Bandits with Privacy

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Jun 11, 2020
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Zeroth-order Stochastic Compositional Algorithms for Risk-Aware Learning

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Dec 19, 2019
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