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Hamid Javadi

Benign Overparameterization in Membership Inference with Early Stopping

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May 27, 2022
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Parameters or Privacy: A Provable Tradeoff Between Overparameterization and Membership Inference

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Feb 02, 2022
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The Flip Side of the Reweighted Coin: Duality of Adaptive Dropout and Regularization

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Jun 14, 2021
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The Implicit Regularization of Ordinary Least Squares Ensembles

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Oct 10, 2019
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A Hessian Based Complexity Measure for Deep Networks

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May 30, 2019
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False Discovery Rate Control via Debiased Lasso

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Mar 12, 2018
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An Instability in Variational Inference for Topic Models

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Feb 02, 2018
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Porcupine Neural Networks: (Almost) All Local Optima are Global

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Oct 05, 2017
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Non-negative Matrix Factorization via Archetypal Analysis

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May 08, 2017
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