Manuela Girotti | DeepAI

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Featured Co-authors

Ioannis Mitliagkas
46 publications
Gauthier Gidel
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Murat A. Erdogdu
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Sejun Park
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Charles Guille-Escuret
5 publications
Baptiste Goujaud
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Alireza Mousavi Hosseini
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research

∙ 09/29/2022

Neural Networks Efficiently Learn Low-Dimensional Representations with SGD

We study the problem of training a two-layer neural network (NN) of arbi...

0 Alireza Mousavi Hosseini, et al. ∙

research

∙ 10/20/2021

Convergence Analysis and Implicit Regularization of Feedback Alignment for Deep Linear Networks

We theoretically analyze the Feedback Alignment (FA) algorithm, an effic...

0 Manuela Girotti, et al. ∙

research

∙ 12/10/2020

A Study of Condition Numbers for First-Order Optimization

The study of first-order optimization algorithms (FOA) typically starts ...

0 Charles Guille-Escuret, et al. ∙