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researcher

M. Pezeshki

12 papers hereh-index 104.1k citations22 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author1
  • first author4
  • middle author5

Across the 10 of 12 papers where every author was matched, so the position is known.

fields
  • cs.LG8
  • cs.NE2
  • cs.CL1
  • cs.SC1

identity via Semantic Scholar / OpenAlex

activity
20142021
most citedZoneout: Regularizing RNNs by Randomly Preserving Hidden Activations

167 citations · 401 across the 11 of their papers we have counts for

collaborators
Showing 2020Show all

1 paper · 1 filter

cs.LG2020★ 42 cited

Gradient Starvation: A Learning Proclivity in Neural Networks

Mohammad Pezeshki, Sékou-Oumar Kaba, Yoshua Bengio +3

We identify and formalize a fundamental gradient descent phenomenon resulting in a learning proclivity in over-parameterized neural networks. Gradient Starvation arises when cross-…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.