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K. Niwa

12 papers hereh-index 14802 citations100 works total

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

author position
  • first author1
  • middle author11

Across the 12 of 12 papers where every author was matched, so the position is known.

fields
  • cs.LG6
  • math.OC2
  • cs.CV1
  • cs.DC1
  • cs.MM1
  • stat.ML1
same name
  • K. Niwa — 8 papers, h 38
  • K. Niwa — 6 papers
  • K. Niwa — 2 papers, h 16
  • K. Niwa — 1 paper, h 15
  • K. Niwa — 1 paper

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
20172025
most citedMomentum Tracking: Momentum Acceleration for Decentralized Deep Learning on Heterogeneous Data

3 citations · 11 across the 9 of their papers we have counts for

collaborators
Showing 2022 · math.OCShow all

1 paper · 2 filters

math.OC2022★ 3 cited

Theoretical Analysis of Primal-Dual Algorithm for Non-Convex Stochastic Decentralized Optimization

Yuki Takezawa, Kenta Niwa, Makoto Yamada

In recent years, decentralized learning has emerged as a powerful tool not only for large-scale machine learning, but also for preserving privacy. One of the key challenges in dece…

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