Aditya Varre

According to our database, Aditya Varre authored at least 6 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Why Do We Need Weight Decay in Modern Deep Learning?

Maksym Andriushchenko, Francesco D'Angelo, Aditya Varre, Nicolas Flammarion

CoRR, 2023

On the spectral bias of two-layer linear networks.

Aditya Vardhan Varre, Maria-Luiza Vladarean, Loucas Pillaud-Vivien, Nicolas Flammarion

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

SGD with Large Step Sizes Learns Sparse Features.

Maksym Andriushchenko, Aditya Vardhan Varre, Loucas Pillaud-Vivien, Nicolas Flammarion

Proceedings of the International Conference on Machine Learning, 2023

2022

Accelerated SGD for Non-Strongly-Convex Least Squares.

Aditya Varre, Nicolas Flammarion

Proceedings of the Conference on Learning Theory, 2-5 July 2022, London, UK., 2022

2021

Last iterate convergence of SGD for Least-Squares in the Interpolation regime.

Aditya Vardhan Varre, Loucas Pillaud-Vivien, Nicolas Flammarion

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2018

Variants of Homomorphism Polynomials Complete for Algebraic Complexity Classes.

Prasad Chaugule, Nutan Limaye, Aditya Varre

Electron. Colloquium Comput. Complex., 2018