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portfolio

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publications

Implicit Regularization in Tensor Factorization

Noam Razin*, Asaf Maman*, Nadav Cohen

arXiv preprint arXiv:2102.09972, 2021

Implicit regularization in deep learning is perceived as a tendency of gradient-based optimization to fit training data with predictors of minimal “complexity.” The fact that only some types of ... read more

Implicit Regularization in Hierarchical Tensor Factorization and Deep Convolutional Neural Networks

Noam Razin, Asaf Maman, Nadav Cohen

arXiv preprint arXiv:2201.11729, 2022

In the pursuit of explaining implicit regularization in deep learning, prominent focus was given to matrix and tensor factorizations, which correspond to simplified neural networks. It was shown... read more

talks

Talk 1 on Relevant Topic in Your Field

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Tutorial 1 on Relevant Topic in Your Field

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Talk 2 on Relevant Topic in Your Field

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Conference Proceeding talk 3 on Relevant Topic in Your Field

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teaching

Teaching experience 1

Undergraduate course, University 1, Department, 2014

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Teaching experience 2

Workshop, University 1, Department, 2015

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