Deep Learning Weight Pruning with RMT-SVD: Increasing Accuracy and Reducing Overfitting. - Yitzchak Shmalo; Jonathan Jenkins; Oleksii Krupchytskyi (CoRR, 2023)

Enhancing Accuracy in Deep Learning Using Random Matrix Theory. - Leonid Berlyand; Etienne Sandier; Yitzchak Shmalo; Lei Zhang 027 (CoRR, 2023)

Stability of accuracy for the training of DNNs via the uniform doubling condition. - Yitzchak Shmalo (Ann. Math. Artif. Intell., 2024)

Pruning Deep Neural Networks via a Combination of the Marchenko-Pastur Distribution and Regularization. - Leonid Berlyand; Théo Bourdais; Houman Owhadi; Yitzchak Shmalo (CoRR, 2025)