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Sadhika Malladi
Sadhika Malladi
Verified email at princeton.edu - Homepage
Title
Cited by
Cited by
Year
A mathematical exploration of why language models help solve downstream tasks
N Saunshi, S Malladi, S Arora
International Conference on Learning Representations, 2021
812021
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
762023
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
732016
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
642021
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
422023
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
252022
Systematic analysis of sex-linked molecular alterations and therapies in cancer
J Ma, S Malladi, AH Beck
Scientific reports 6 (1), 19119, 2016
252016
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
202018
Trainable transformer in transformer
A Panigrahi, S Malladi, M Xia, S Arora
arXiv preprint arXiv:2307.01189, 2023
172023
Less: Selecting influential data for targeted instruction tuning
M Xia, S Malladi, S Gururangan, S Arora, D Chen
arXiv preprint arXiv:2402.04333, 2024
162024
FastNorm: improving numerical stability of deep network training with efficient normalization
S Malladi, I Sharapov
112018
On the validity of modeling sgd with stochastic differential equations
Z Li, S Malladi, S Arora
arXiv preprint arXiv:2102.12470, 2021
62021
The marginal value of momentum for small learning rate sgd
R Wang, S Malladi, T Wang, K Lyu, Z Li
arXiv preprint arXiv:2307.15196, 2023
32023
Preference Learning Algorithms Do Not Learn Preference Rankings
A Chen, S Malladi, LH Zhang, X Chen, Q Zhang, R Ranganath, K Cho
arXiv preprint arXiv:2405.19534, 2024
2024
Systematic identification of sex-linked molecular alterations and therapeutic strategies in cancer
J Ma, S Malladi, AH Beck
Cancer Research 75 (15_Supplement), 2985-2985, 2015
2015
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
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Articles 1–16