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Yitzchak Shmalo
ORCID
Publication Activity (10 Years)
Years Active: 2022-2024
Publications (10 Years): 4
Top Topics
Deep Learning
Highly Accurate
Random Matrix Theory
Training Speed
Top Venues
CoRR
Ann. Math. Artif. Intell.
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Publications
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Yitzchak Shmalo
Stability of accuracy for the training of DNNs via the uniform doubling condition.
Ann. Math. Artif. Intell.
92 (2) (2024)
Yitzchak Shmalo
,
Jonathan Jenkins
,
Oleksii Krupchytskyi
Deep Learning Weight Pruning with RMT-SVD: Increasing Accuracy and Reducing Overfitting.
CoRR
(2023)
Leonid Berlyand
,
Etienne Sandier
,
Yitzchak Shmalo
,
Lei Zhang
Enhancing Accuracy in Deep Learning Using Random Matrix Theory.
CoRR
(2023)
Yitzchak Shmalo
Stability of Accuracy for the Training of DNNs Via the Uniform Doubling Condition.
CoRR
(2022)