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Pratyusha Sharma

PhD student, Massachusetts Institute of Technology

2 papers at NeurIPS 2025

Homepage· OpenReview· Semantic Scholar· Google Scholar

Poster Session 5

1 paper
Friday, December 5, 2025 · 11:00 AM → 2:00 PM
Exhibit Hall C,D,E
LoRA vs Full Fine-tuning: An Illusion of Equivalence
#5500 · Reece S Shuttleworth, Jacob Andreas, Antonio Torralba, Pratyusha Sharma

Poster Session 6

1 paper
Friday, December 5, 2025 · 4:30 PM → 7:30 PM
Exhibit Hall C,D,E
Compress to Impress: Efficient LLM Adaptation Using a Single Gradient Step on 100 Samples
#901 Spotlight · Shiva Sreeram, Alaa Maalouf, Pratyusha Sharma, Daniela Rus

We provide a set of findings on how to adapt large language models efficiently without fine-tuning.