Implicit Regularization in Matrix Sensing via Mirror Descent

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Implicit Regularization in Matrix Sensing via Mirror Descent

28 May 2021

Patrick Rebeschini

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Papers citing "Implicit Regularization in Matrix Sensing via Mirror Descent"

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Title
HAM: A Hyperbolic Step to Regulate Implicit Bias Tom Jacobs Advait Gadhikar Celia Rubio-Madrigal R. Burkholz 61 0 0 03 Jun 2025
Entropic Mirror Descent for Linear Systems: Polyak's Stepsize and Implicit Bias Yura Malitsky Alexander Posch 52 0 0 05 May 2025
Mirror, Mirror of the Flow: How Does Regularization Shape Implicit Bias? Tom Jacobs Chao Zhou R. Burkholz OffRL AI4CE 74 1 0 17 Apr 2025
Implicit Bias of Mirror Flow on Separable Data Scott Pesme Radu-Alexandru Dragomir Nicolas Flammarion 74 1 0 18 Jun 2024
How Over-Parameterization Slows Down Gradient Descent in Matrix Sensing: The Curses of Symmetry and Initialization Nuoya Xiong Lijun Ding Simon S. Du 104 13 0 03 Oct 2023
Combining Explicit and Implicit Regularization for Efficient Learning in Deep Networks Dan Zhao 111 6 0 01 Jun 2023
More is Less: Inducing Sparsity via Overparameterization H. Chou J. Maly Holger Rauhut 136 25 0 21 Dec 2021
Implicit Regularization of Bregman Proximal Point Algorithm and Mirror Descent on Separable Data Yan Li Caleb Ju Ethan X. Fang T. Zhao 66 9 0 15 Aug 2021