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researcher

J. Lee

43 papers hereh-index 5715.7k citations139 works total

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

author position
  • sole author1
  • first author3
  • middle author27
  • last author11

Across the 42 of 43 papers where every author was matched, so the position is known.

fields
  • cs.LG25
  • stat.ML9
  • math.OC7
  • cs.DC1
  • cs.DS1
same name
  • J. Lee — 262 papers
  • J. Lee — 147 papers
  • J. Lee — 73 papers, h 72
  • J. Lee — 40 papers, h 24
  • J. Lee — 31 papers, h 12
  • J. Lee — 26 papers, h 22

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
20152023
most citedLearning One-hidden-layer Neural Networks with Landscape Design

112 citations · 288 across the 12 of their papers we have counts for

collaborators
Showing 2016 · stat.MLShow all

1 paper · 2 filters

stat.ML2016

Gradient Descent Converges to Minimizers

Jason D. Lee, Max Simchowitz, Michael I. Jordan +1

We show that gradient descent converges to a local minimizer, almost surely with random initialization. This is proved by applying the Stable Manifold Theorem from dynamical system…

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