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researcher

Matthew Brennan

13 papers hereh-index 11611 citations16 works total

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

author position
  • sole author2
  • first author9
  • middle author2

Across the 13 of 13 papers where every author was matched, so the position is known.

fields
  • cs.CC6
  • math.CO2
  • math.PR2
  • math.ST2
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20152022
most citedReducibility and Computational Lower Bounds for Problems with Planted Sparse Structure

31 citations · 123 across the 9 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2021

The staircase property: How hierarchical structure can guide deep learning

Emmanuel Abbe, Enric Boix-Adsera, Matthew Brennan +2

This paper identifies a structural property of data distributions that enables deep neural networks to learn hierarchically. We define the "staircase" property for functions over t…

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