Smooth over-parameterized solvers for non-smooth structured optimization

3 May 2022

Papers citing "Smooth over-parameterized solvers for non-smooth structured optimization"

7 / 7 papers shown

Title
Entropic Mirror Descent for Linear Systems: Polyak's Stepsize and Implicit Bias Yura Malitsky Alexander Posch 15 0 0 05 May 2025
Deep Weight Factorization: Sparse Learning Through the Lens of Artificial Symmetries Chris Kolb T. Weber Bernd Bischl David Rügamer 100 0 0 04 Feb 2025
Optimization Insights into Deep Diagonal Linear Networks Hippolyte Labarrière C. Molinari Lorenzo Rosasco S. Villa Cristian Vega 66 0 0 21 Dec 2024
Precise asymptotics of reweighted least-squares algorithms for linear diagonal networks Chiraag Kaushik Justin Romberg Vidya Muthukumar 18 1 0 04 Jun 2024
Implicit regularization in AI meets generalized hardness of approximation in optimization -- Sharp results for diagonal linear networks J. S. Wind Vegard Antun A. Hansen 8 4 0 13 Jul 2023
Type-II Saddles and Probabilistic Stability of Stochastic Gradient Descent Liu Ziyin Botao Li Tomer Galanti Masakuni Ueda 21 7 0 23 Mar 2023
spred: Solving $L_1$ Penalty with SGD Liu Ziyin Zihao W. Wang 38 14 0 03 Oct 2022