Yitzchak Shmalo

According to our database, Yitzchak Shmalo authored at least 4 papers between 2023 and 2025.

Collaborative distances:

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

2025

Pruning Deep Neural Networks via a Combination of the Marchenko-Pastur Distribution and Regularization.

Leonid Berlyand, Théo Bourdais, Houman Owhadi, Yitzchak Shmalo

CoRR, March, 2025

2024

Stability of accuracy for the training of DNNs via the uniform doubling condition.

Yitzchak Shmalo

Ann. Math. Artif. Intell., April, 2024

2023

Enhancing Accuracy in Deep Learning Using Random Matrix Theory.

Leonid Berlyand, Etienne Sandier, Yitzchak Shmalo, Lei Zhang

CoRR, 2023

Deep Learning Weight Pruning with RMT-SVD: Increasing Accuracy and Reducing Overfitting.

Yitzchak Shmalo, Jonathan Jenkins, Oleksii Krupchytskyi

CoRR, 2023