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Shinichi Shirakawa

26 papers hereh-index 7160 citations50 works total

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

author position
  • middle author3
  • last author23

Across the 26 of 26 papers where every author was matched, so the position is known.

fields
  • cs.NE16
  • cs.LG6
  • cs.AI1
  • cs.CL1
  • cs.RO1
  • math.OC1

identity via Semantic Scholar / OpenAlex

activity
20222026
most citedCMA-ES with Margin: Lower-Bounding Marginal Probability for Mixed-Integer Black-Box Optimization

48 citations · 60 across the 25 of their papers we have counts for

collaborators
Showing 2025 · cs.NEShow all

2 papers · 2 filters

cs.NE2025

CatCMA with Margin for Single- and Multi-Objective Mixed-Variable Black-Box Optimization

Ryoki Hamano, Masahiro Nomura, Shota Saito +2

This study focuses on mixed-variable black-box optimization (MV-BBO), addressing continuous, integer, and categorical variables. Many real-world MV-BBO problems involve dependencie…

cs.NE2025★ 1 cited

Warm Starting of CMA-ES for Contextual Optimization Problems

Yuta Sekino, Kento Uchida, Shinichi Shirakawa

Several practical applications of evolutionary computation possess objective functions that receive the design variables and externally given parameters. Such problems are termed c…

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