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researcher

Samet Oymak

108 papers hereh-index 405.8k citations165 works total

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

author position
  • sole author3
  • first author23
  • middle author40
  • last author40

Across the 106 of 108 papers where every author was matched, so the position is known.

fields
  • cs.LG72
  • cs.IT12
  • stat.ML6
  • cs.CL5
  • math.OC5
  • eess.SY2

identity via Semantic Scholar / OpenAlex

activity
20102026
most citedGradient Descent with Early Stopping is Provably Robust to Label Noise for Overparameterized Neural Networks

154 citations · 861 across the 94 of their papers we have counts for

collaborators
Showing 2021 · stat.MLShow all

1 paper · 2 filters

stat.ML2021★ 5 cited

Generalization Guarantees for Neural Architecture Search with Train-Validation Split

Samet Oymak, Mingchen Li, Mahdi Soltanolkotabi

Neural Architecture Search (NAS) is a popular method for automatically designing optimized architectures for high-performance deep learning. In this approach, it is common to use b…

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