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researcher

Ryo Furukawa

4 papers hereh-index 217 citations5 works total

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

author position
  • middle author3
  • last author1

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.LG3
  • cs.CL1

identity via Semantic Scholar / OpenAlex

activity
20222026
most citedContinual Horizontal Federated Learning for Heterogeneous Data

15 citations · 24 across the 4 of their papers we have counts for

collaborators

4 papers

cs.CL2026

Preference Estimation via Opponent Modeling in Multi-Agent Negotiation

Yuta Konishi, Kento Yamamoto, Eisuke Sonomoto +8

Automated negotiation in complex, multi-party and multi-issue settings critically depends on accurate opponent modeling. However, conventional numerical-only approaches fail to cap…

cs.LG2023★ 1 cited

Heterogeneous Domain Adaptation with Positive and Unlabeled Data

Junki Mori, Ryo Furukawa, Isamu Teranishi +1

Heterogeneous unsupervised domain adaptation (HUDA) is the most challenging domain adaptation setting where the feature spaces of source and target domains are heterogeneous, and t…

cs.LG2022★ 8 cited

Personalized Federated Learning with Multi-branch Architecture

Junki Mori, Tomoyuki Yoshiyama, Furukawa Ryo +1

Federated learning (FL) is a decentralized machine learning technique that enables multiple clients to collaboratively train models without requiring clients to reveal their raw da…

cs.LG2022★ 15 cited

Continual Horizontal Federated Learning for Heterogeneous Data

Junki Mori, Isamu Teranishi, Ryo Furukawa

Federated learning is a promising machine learning technique that enables multiple clients to collaboratively build a model without revealing the raw data to each other. Among vari…

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