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Jie Liu

5 papers hereh-index 81.3k citations16 works total

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

author position
  • first author3
  • middle author2

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • stat.ML1
same name
  • Jie Liu — 51 papers, h 33
  • Jie Liu — 22 papers
  • Jie Liu — 10 papers
  • Jie Liu — 7 papers
  • Jie Liu — 7 papers, h 43
  • Jie Liu — 7 papers

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
20172022
most citedStochastic Recursive Gradient Algorithm for Nonconvex Optimization

66 citations · 70 across the 2 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2017★ 66 cited

Stochastic Recursive Gradient Algorithm for Nonconvex Optimization

Lam M. Nguyen, Jie Liu, Katya Scheinberg +1

In this paper, we study and analyze the mini-batch version of StochAstic Recursive grAdient algoritHm (SARAH), a method employing the stochastic recursive gradient, for solving emp…

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