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Oren Mangoubi

Faster Sampling from Log-Concave Densities over Polytopes via Efficient Linear Solvers

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Sep 06, 2024
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Private Covariance Approximation and Eigenvalue-Gap Bounds for Complex Gaussian Perturbations

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Jun 29, 2023
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Re-Analyze Gauss: Bounds for Private Matrix Approximation via Dyson Brownian Motion

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Nov 11, 2022
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Private Matrix Approximation and Geometry of Unitary Orbits

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Jul 06, 2022
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Faster Sampling from Log-Concave Distributions over Polytopes via a Soft-Threshold Dikin Walk

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Jun 19, 2022
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Sampling from Log-Concave Distributions with Infinity-Distance Guarantees and Applications to Differentially Private Optimization

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Nov 07, 2021
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Sync-Switch: Hybrid Parameter Synchronization for Distributed Deep Learning

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Apr 20, 2021
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A Provably Convergent and Practical Algorithm for Min-max Optimization with Applications to GANs

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Jun 23, 2020
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A Second-order Equilibrium in Nonconvex-Nonconcave Min-max Optimization: Existence and Algorithm

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Jun 23, 2020
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Faster algorithms for polytope rounding, sampling, and volume computation via a sublinear "Ball Walk''

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May 05, 2019
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