Esmaeilbeig, Tara

3 publications

NeurIPS 2025 Linearization Explains Fine-Tuning in Large Language Models Zahra Rahimi Afzal, Tara Esmaeilbeig, Mojtaba Soltanalian, Mesrob I Ohannessian

NeurIPSW 2024 Can the Spectrum of the Neural Tangent Kernel Anticipate Fine-Tuning Performance? Zahra Rahimi Afzal, Tara Esmaeilbeig, Mojtaba Soltanalian, Mesrob I Ohannessian

NeurIPSW 2024 RoCoFT: Efficient Finetuning of Large Language Models with Row-Column Updates Md Kowsher, Tara Esmaeilbeig, Chun-Nam Yu, Mojtaba Soltanalian, Niloofar Yousefi