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researcher

Sucheol Lee

2 papers hereh-index 4140 citations5 works total

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

author position
  • first author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • math.OC2

identity via Semantic Scholar / OpenAlex

most citedFast Extra Gradient Methods for Smooth Structured Nonconvex-Nonconcave Minimax Problems

6 citations · 7 across the 2 of their papers we have counts for

collaborators

2 papers

math.OC2021★ 6 cited

Fast Extra Gradient Methods for Smooth Structured Nonconvex-Nonconcave Minimax Problems

Sucheol Lee, Donghwan Kim

Modern minimax problems, such as generative adversarial network and adversarial training, are often under a nonconvex-nonconcave setting, and developing an efficient method for suc…

math.OC2021★ 1 cited

Semi-Anchored Multi-Step Gradient Descent Ascent Method for Structured Nonconvex-Nonconcave Composite Minimax Problems

Sucheol Lee, Donghwan Kim

Minimax problems, such as generative adversarial network, adversarial training, and fair training, are widely solved by a multi-step gradient descent ascent (MGDA) method in practi…

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