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Brian Bullins

Stacey: Promoting Stochastic Steepest Descent via Accelerated $\ell_p$-Smooth Nonconvex Optimization

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Jun 07, 2025
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Model Immunization from a Condition Number Perspective

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May 29, 2025
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Faster Acceleration for Steepest Descent

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Sep 28, 2024
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Tight Lower Bounds under Asymmetric High-Order Hölder Smoothness and Uniform Convexity

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Sep 16, 2024
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Federated Composite Saddle Point Optimization

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May 25, 2023
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Beyond first-order methods for non-convex non-concave min-max optimization

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Apr 17, 2023
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Variance-Reduced Conservative Policy Iteration

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Dec 12, 2022
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A Stochastic Newton Algorithm for Distributed Convex Optimization

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Oct 07, 2021
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The Min-Max Complexity of Distributed Stochastic Convex Optimization with Intermittent Communication

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Feb 02, 2021
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Higher-order methods for convex-concave min-max optimization and monotone variational inequalities

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Jul 09, 2020
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