Variants of Homomorphism Polynomials Complete for Algebraic Complexity Classes. - Prasad Chaugule; Nutan Limaye; Aditya Varre (Electron. Colloquium Comput. Complex., 2018)

Last iterate convergence of SGD for Least-Squares in the Interpolation regime. - Aditya Vardhan Varre; Loucas Pillaud-Vivien; Nicolas Flammarion (NeurIPS, 2021)

Accelerated SGD for Non-Strongly-Convex Least Squares. - Aditya Varre; Nicolas Flammarion (COLT, 2022)

SGD with Large Step Sizes Learns Sparse Features. - Maksym Andriushchenko; Aditya Vardhan Varre; Loucas Pillaud-Vivien; Nicolas Flammarion (ICML, 2023)

On the spectral bias of two-layer linear networks. - Aditya Vardhan Varre; Maria-Luiza Vladarean; Loucas Pillaud-Vivien; Nicolas Flammarion (NeurIPS, 2023)

Why Do We Need Weight Decay in Modern Deep Learning? - Francesco D'Angelo; Maksym Andriushchenko; Aditya Vardhan Varre; Nicolas Flammarion (NeurIPS, 2024)

SGD vs GD: Rank Deficiency in Linear Networks. - Aditya Vardhan Varre; Margarita Sagitova; Nicolas Flammarion (NeurIPS, 2024)