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Guanghui Lan

65 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
  • sole author5
  • first author16
  • middle author15
  • last author28

Across the 64 of 65 papers where every author was matched, so the position is known.

fields
  • math.OC49
  • cs.LG13
  • stat.ML2
  • cs.CC1
same name
  • Guanghui Lan — 5 papers, h 3
  • Guanghui Lan — 5 papers, h 2
  • Guanghui Lan — 1 paper, 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
20132023
most citedThe Complexity of Large-scale Convex Programming under a Linear Optimization Oracle

82 citations · 546 across the 65 of their papers we have counts for

collaborators
Showing 2018 · stat.MLShow all

1 paper · 2 filters

stat.ML2018★ 7 cited

Optimal Adaptive and Accelerated Stochastic Gradient Descent

Qi Deng, Yi Cheng, Guanghui Lan

Stochastic gradient descent (\textsc{Sgd}) methods are the most powerful optimization tools in training machine learning and deep learning models. Moreover, acceleration (a.k.a. mo…

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