Kaustubh Ponkshe
Scholar

Kaustubh Ponkshe

Google Scholar ID: -aiMYF0AAAAJ
PhD at EPFL
Machine LearningNatural Language Processing
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Citations & Impact
All-time
Citations
210
 
H-index
5
 
i10-index
2
 
Publications
13
 
Co-authors
7
list available
Contact
No contact links provided.
Publications
7 items
Power Mechanism: Private Tabular Representation Release for Model Agnostic Consumption
2025
Cited
0
Safety Subspaces are Not Distinct: A Fine-Tuning Case Study
2025
Cited
0
ABBA: Highly Expressive Hadamard Product Adaptation for Large Language Models
2025
Cited
0
Fed-SB: A Silver Bullet for Extreme Communication Efficiency and Performance in (Private) Federated LoRA Fine-Tuning
2025
Cited
0
A Lightweight Method to Disrupt Memorized Sequences in LLM
2025
Cited
0
Initialization using Update Approximation is a Silver Bullet for Extremely Efficient Low-Rank Fine-Tuning
arXiv.org · 2024
Cited
0
FedEx-LoRA: Exact Aggregation for Federated and Efficient Fine-Tuning of Foundation Models
2024
Cited
1
Resume (English only)
Co-authors
7 total
Praneeth Vepakomma
Praneeth Vepakomma
Massachusetts Institute of Technology, MBZUAI
Raghav Singhal
Raghav Singhal
PhD Researcher, EPFL
Parjanya Prajakta Prashant
Parjanya Prajakta Prashant
University of California San Diego
Eduard Gorbunov
Eduard Gorbunov
Assistant Professor, Mohamed bin Zayed University of Artificial Intelligence
Samuel Horvath
Samuel Horvath
Mohamed bin Zayed University of Artificial Intelligence (MBZUAI)
Ganesh Ramakrishnan
Ganesh Ramakrishnan
Professor, Department of Computer Science and Engineering, Indian Institute of Technology Bombay
Babak Salimi
Babak Salimi
Assistant Professor, UCSD