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Cristóbal Guzmán

UC

Tracking solutions of time-varying variational inequalities

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Jun 20, 2024
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Differentially Private Optimization with Sparse Gradients

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Apr 16, 2024
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Optimization on a Finer Scale: Bounded Local Subgradient Variation Perspective

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Mar 24, 2024
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Public-data Assisted Private Stochastic Optimization: Power and Limitations

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Mar 06, 2024
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Mirror Descent Algorithms with Nearly Dimension-Independent Rates for Differentially-Private Stochastic Saddle-Point Problems

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Mar 05, 2024
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Differentially Private Non-Convex Optimization under the KL Condition with Optimal Rates

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Nov 22, 2023
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An Oblivious Stochastic Composite Optimization Algorithm for Eigenvalue Optimization Problems

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Jun 30, 2023
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Differentially Private Algorithms for the Stochastic Saddle Point Problem with Optimal Rates for the Strong Gap

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Feb 24, 2023
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Optimal Algorithms for Stochastic Complementary Composite Minimization

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Nov 03, 2022
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Faster Rates of Convergence to Stationary Points in Differentially Private Optimization

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Jun 02, 2022
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