Follow
Sadhika Malladi
Sadhika Malladi
Verified email at princeton.edu - Homepage
Title
Cited by
Cited by
Year
Fine-tuning language models with just forward passes
S Malladi*, T Gao*, E Nichani, A Damian, JD Lee, D Chen, S Arora
Advances in Neural Information Processing Systems 36, 53038-53075, 2023
1442023
LESS: Selecting influential data for targeted instruction tuning
M Xia*, S Malladi*, S Gururangan, S Arora, D Chen
International Conference on Machine Learning, 2024
1042024
On the validity of modeling SGD with stochastic differential equations (SDEs)
Z Li, S Malladi, S Arora
Advances in Neural Information Processing Systems 34, 12712-12725, 2021
912021
A mathematical exploration of why language models help solve downstream tasks
N Saunshi, S Malladi, S Arora
International Conference on Learning Representations, 2021
842021
EMDomics: a robust and powerful method for the identification of genes differentially expressed between heterogeneous classes
S Nabavi, D Schmolze, M Maitituoheti, S Malladi, AH Beck
Bioinformatics 32 (4), 533-541, 2016
752016
A kernel-based view of language model fine-tuning
S Malladi, A Wettig, D Yu, D Chen, S Arora
International Conference on Machine Learning, 23610-23641, 2023
642023
On the SDEs and scaling rules for adaptive gradient algorithms
S Malladi*, K Lyu*, A Panigrahi, S Arora
Advances in Neural Information Processing Systems 35, 7697-7711, 2022
382022
Systematic analysis of sex-linked molecular alterations and therapies in cancer
J Ma*, S Malladi*, AH Beck
Scientific reports 6 (1), 19119, 2016
252016
Trainable transformer in transformer
A Panigrahi*, S Malladi*, M Xia, S Arora
International Conference on Machine Learning, 2024
222024
Assessing treatment response in triple-negative breast cancer from quantitative image analysis in perfusion magnetic resonance imaging
I Banerjee, S Malladi, D Lee, A Depeursinge, M Telli, J Lipson, D Golden, ...
Journal of medical imaging 5 (1), 011008-011008, 2018
222018
MUSE: Machine unlearning six-way evaluation for language models
W Shi, J Lee, Y Huang, S Malladi, J Zhao, A Holtzman, D Liu, ...
GenLaw Workshop at International Conference on Machine Learning, 2024
212024
Charxiv: Charting gaps in realistic chart understanding in multimodal llms
Z Wang, M Xia, L He, H Chen, Y Liu, R Zhu, K Liang, X Wu, H Liu, ...
Advances in Neural Information Processing Systems, 2024
162024
FastNorm: improving numerical stability of deep network training with efficient normalization
S Malladi, I Sharapov
Women in Machine Learning Workshop at International Conference on Machine …, 2018
112018
Preference Learning Algorithms Do Not Learn Preference Rankings
A Chen, S Malladi, LH Zhang, X Chen, Q Zhang, R Ranganath, K Cho
Advances in Neural Information Processing Systems, 2024
102024
The marginal value of momentum for small learning rate sgd
R Wang, S Malladi, T Wang, K Lyu, Z Li
International Conference on Learning Representations, 2024
82024
Adaptive data optimization: Dynamic sample selection with scaling laws
Y Jiang, A Zhou, Z Feng, S Malladi, JZ Kolter
arXiv preprint arXiv:2410.11820, 2024
12024
Provable unlearning in topic modeling and downstream tasks
S Wei, S Malladi, S Arora, A Sanyal
arXiv preprint arXiv:2411.12600, 2024
2024
Unintentional Unalignment: Likelihood Displacement in Direct Preference Optimization
N Razin, S Malladi, A Bhaskar, D Chen, S Arora, B Hanin
Fine-Tuning in Modern Machine Learning Workshop at NeurIPS 2024, 2024
2024
Progressive distillation improves feature learning via implicit curriculum
A Panigrahi, B Liu, S Malladi, A Risteski, S Goel
ICML 2024 Workshop on Mechanistic Interpretability, 0
2nd Workshop on Mathematical and Empirical Understanding of Foundation Models
SM Xie, A Kumar, S Min, S Malladi, LM Dery, A Raghunathan, T Ma, ...
ICLR 2024 Workshops, 0
The system can't perform the operation now. Try again later.
Articles 1–20