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Implicit Regularization in Deep Learning: A View from Function Space

Aug 03, 2020
Aristide Baratin, Thomas George, César Laurent, R Devon Hjelm, Guillaume Lajoie, Pascal Vincent, Simon Lacoste-Julien

* 24 pages. A preliminary version of this work has been presented at the NeurIPS 2019 Workshops on "Machine Learning with Guarantees" and "Science meets Engineering of Deep Learning" 

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Revisiting Loss Modelling for Unstructured Pruning

Jun 22, 2020
César Laurent, Camille Ballas, Thomas George, Nicolas Ballas, Pascal Vincent

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Fast Approximate Natural Gradient Descent in a Kronecker-factored Eigenbasis

Jun 11, 2018
Thomas George, César Laurent, Xavier Bouthillier, Nicolas Ballas, Pascal Vincent

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