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researcher

Tinku Singh

1 paper hereh-index 12 citations6 works total

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

author position
  • middle author1

Across the 1 of 1 paper where every author was matched, so the position is known.

fields
  • cs.AI1

identity via Semantic Scholar / OpenAlex

most citedFedLBW: A Loss-Based Weighting Strategy for Federated Learning on Non-IID Data in Wireless Networks

2 citations · 2 across the 1 of their papers we have counts for

collaborators

1 paper

cs.AI2026★ 2 cited

FedLBW: A Loss-Based Weighting Strategy for Federated Learning on Non-IID Data in Wireless Networks

Majid Kundroo, Tinku Singh, Taehong Kim

Federated Learning (FL) enables collaborative machine learning (ML) across distributed clients while preserving privacy. However, efficient model convergence in FL remains challeng…

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