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Sara Babakniya

8 papers hereh-index 9320 citations12 works total

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

author position
  • first author4
  • middle author4

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • cs.LG7
  • cs.AR1

identity via Semantic Scholar / OpenAlex

activity
20222025
most citedSLoRA: Federated Parameter Efficient Fine-Tuning of Language Models

9 citations · 21 across the 7 of their papers we have counts for

collaborators
Showing 2022Show all

1 paper · 1 filter

cs.LG2022★ 2 cited

Lottery Aware Sparsity Hunting: Enabling Federated Learning on Resource-Limited Edge

Sara Babakniya, Souvik Kundu, Saurav Prakash +2

Edge devices can benefit remarkably from federated learning due to their distributed nature; however, their limited resource and computing power poses limitations in deployment. A…

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