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researcher

M. Rosca

3 papers hereh-index 152 citations3 works total

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

author position
  • sole author1
  • middle author1
  • last author1

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • stat.ML2
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20222024
most citedWhy neural networks find simple solutions: the many regularizers of geometric complexity

10 citations · 10 across the 3 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2022★ 10 cited

Why neural networks find simple solutions: the many regularizers of geometric complexity

Benoit Dherin, Michael Munn, Mihaela Rosca +1

In many contexts, simpler models are preferable to more complex models and the control of this model complexity is the goal for many methods in machine learning such as regularizat…

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