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Sadhika Malladi
Sadhika Malladi
10
papers
1,213
total citations
papers (10)
LESS: Selecting Influential Data for Targeted Instruction Tuning
ICML 2024
arXiv
400
citations
Fine-Tuning Language Models with Just Forward Passes
NEURIPS 2023
arXiv
329
citations
MUSE: Machine Unlearning Six-Way Evaluation for Language Models
ICLR 2025
arXiv
168
citations
On the Validity of Modeling SGD with Stochastic Differential Equations (SDEs)
NEURIPS 2021
arXiv
98
citations
On the SDEs and Scaling Rules for Adaptive Gradient Algorithms
NEURIPS 2022
arXiv
84
citations
Unintentional Unalignment: Likelihood Displacement in Direct Preference Optimization
ICLR 2025
arXiv
51
citations
Adaptive Data Optimization: Dynamic Sample Selection with Scaling Laws
ICLR 2025
arXiv
36
citations
Overtrained Language Models Are Harder to Fine-Tune
ICML 2025
arXiv
31
citations
Trainable Transformer in Transformer
ICML 2024
arXiv
14
citations
Provable unlearning in topic modeling and downstream tasks
ICLR 2025
arXiv
2
citations