Gauri Joshi

Associate Professor, CMU, Carnegie Mellon University

1 paper at NeurIPS 2025

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Poster Session 6

1 paper

Friday, December 5, 2025 · 4:30 PM → 7:30 PM

Exhibit Hall C,D,E

Ravan: Multi-Head Low-Rank Adaptation for Federated Fine-Tuning

#3409 · Arian Raje, Baris Askin, Divyansh Jhunjhunwala, Gauri Joshi

We propose a parameter-efficient fine-tuning method that improves the performance of LoRA in the presence of computational and data heterogeneity in FL.