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researcher

Spencer Frei

16 papers hereh-index 14919 citations23 works total

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

author position
  • first author12
  • middle author4

Across the 16 of 16 papers where every author was matched, so the position is known.

fields
  • cs.LG12
  • stat.ML3
  • math.PR1
same name
  • Spencer Frei — 6 papers, h 5

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20162025
most citedAgnostic Learning of a Single Neuron with Gradient Descent

14 citations · 58 across the 13 of their papers we have counts for

collaborators
Showing 2019 · cs.LGShow all

1 paper · 2 filters

cs.LG2019★ 10 cited

Algorithm-Dependent Generalization Bounds for Overparameterized Deep Residual Networks

Spencer Frei, Yuan Cao, Quanquan Gu

The skip-connections used in residual networks have become a standard architecture choice in deep learning due to the increased training stability and generalization performance wi…

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