Salma Tarmoun

According to our database, Salma Tarmoun authored at least 6 papers between 2021 and 2025.

Collaborative distances:

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

2025

A Local Polyak-Łojasiewicz and Descent Lemma of Gradient Descent For Overparametrized Linear Models.

Ziqing Xu, Hancheng Min, Salma Tarmoun, Enrique Mallada, René Vidal

Trans. Mach. Learn. Res., 2025

Convergence Rates for Gradient Descent on the Edge of Stability for Overparametrised Least Squares.

Lachlan E. MacDonald, Hancheng Min, Leandro Palma, Salma Tarmoun, Ziqing Xu, René Vidal

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Understanding the Learning Dynamics of LoRA: A Gradient Flow Perspective on Low-Rank Adaptation in Matrix Factorization.

Ziqing Xu, Hancheng Min, Lachlan Ewen MacDonald, Jinqi Luo, Salma Tarmoun, Enrique Mallada, René Vidal

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2025

2023

Linear Convergence of Gradient Descent For Finite Width Over-parametrized Linear Networks With General Initialization.

Ziqing Xu, Hancheng Min, Salma Tarmoun, Enrique Mallada, René Vidal

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2021

Understanding the Dynamics of Gradient Flow in Overparameterized Linear models.

Salma Tarmoun, Guilherme França, Benjamin D. Haeffele, René Vidal

Proceedings of the 38th International Conference on Machine Learning, 2021

On the Explicit Role of Initialization on the Convergence and Implicit Bias of Overparametrized Linear Networks.

Hancheng Min, Salma Tarmoun, René Vidal, Enrique Mallada

Proceedings of the 38th International Conference on Machine Learning, 2021