Near-optimal streaming heavy-tailed statistical estimation with clipped sgd A Das, D Nagaraj, S Pal, A Suggala, P Varshney arXiv preprint arXiv:2410.20135, 2024 | 2 | 2024 |
(Nearly) Optimal Private Linear Regression for Sub-Gaussian Data via Adaptive Clipping P Varshney, A Thakurta, P Jain Conference on Learning Theory, 1126-1166, 2022 | 2 | 2022 |
Cs-net at semeval-2020 task 4: Siamese bert for comve SR Dash, S Routray, P Varshney, A Modi arXiv preprint arXiv:2007.10830, 2020 | 2 | 2020 |
Sample-Efficient Personalization: Modeling User Parameters as Low Rank Plus Sparse Components S Pal, P Varshney, G Madan, P Jain, A Thakurta, G Aggarwal, P Shenoy, ... International Conference on Artificial Intelligence and Statistics, 1702-1710, 2024 | | 2024 |
(Nearly) Optimal Private Linear Regression via Adaptive Clipping P Varshney, A Thakurta, P Jain arXiv preprint arXiv:2207.04686, 2022 | | 2022 |
Private and Efficient Meta-Learning with Low Rank and Sparse decomposition S Pal, P Varshney, G Madan, AG Thakurta, G Aggarwal, P Shenoy, ... | | 2022 |