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Guanghui Lan

20 papers hereh-index 3911.4k citations117 works total

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

author position
  • first author7
  • middle author3
  • last author9

Across the 19 of 20 papers where every author was matched, so the position is known.

fields
  • math.OC15
  • cs.LG3
  • cs.CC1
  • stat.ML1
same name
  • Guanghui Lan — 7 papers
  • Guanghui Lan — 4 papers
  • Guanghui Lan — 3 papers, h 3
  • Guanghui Lan — 3 papers, h 2

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
20172021
most citedTheoretical properties of the global optimizer of two layer neural network

26 citations · 38 across the 7 of their papers we have counts for

collaborators
Showing cs.CCShow all

1 paper · 1 filter

cs.CC2018

Complexity of Training ReLU Neural Network

Digvijay Boob, Santanu S. Dey, Guanghui Lan

In this paper, we explore some basic questions on the complexity of training neural networks with ReLU activation function. We show that it is NP-hard to train a two-hidden layer f…

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