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researcher

Sekouba Kaba

15 papers hereh-index 9643 citations18 works total

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

author position
  • first author5
  • middle author9
  • last author1

Across the 15 of 15 papers where every author was matched, so the position is known.

fields
  • cs.LG11
  • cond-mat.mtrl-sci2
  • physics.chem-ph1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20202026
most citedGradient Starvation: A Learning Proclivity in Neural Networks

42 citations · 83 across the 15 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.