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Shashank Rajput
Shashank Rajput
Graduate Student, University of Wisconsin - Madison
Geverifieerd e-mailadres voor wisc.edu - Homepage
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Attack of the tails: Yes, you really can backdoor federated learning
H Wang, K Sreenivasan, S Rajput, H Vishwakarma, S Agarwal, J Sohn, ...
Advances in Neural Information Processing Systems 33, 2020
2542020
DETOX: A Redundancy-based Framework for Faster and More Robust Gradient Aggregation
S Rajput, H Wang, Z Charles, D Papailiopoulos
Advances in Neural Information Processing Systems, 10320-10330, 2019
862019
Optimal Lottery Tickets via Subset Sum: Logarithmic Over-Parameterization is Sufficient
A Pensia, S Rajput, A Nagle, H Vishwakarma, D Papailiopoulos
Advances in Neural Information Processing Systems 33, 2020
602020
Closing the convergence gap of SGD without replacement
S Rajput, A Gupta, D Papailiopoulos
International Conference on Machine Learning, 7964-7973, 2020
442020
Does data augmentation lead to positive margin?
S Rajput, Z Feng, Z Charles, PL Loh, D Papailiopoulos
International Conference on Machine Learning, 5321-5330, 2019
322019
Minibatch vs Local SGD with Shuffling: Tight Convergence Bounds and Beyond
C Yun, S Rajput, S Sra
arXiv preprint arXiv:2110.10342, 2021
192021
Convergence and Margin of Adversarial Training on Separable Data
Z Charles, S Rajput, S Wright, D Papailiopoulos
arXiv preprint arXiv:1905.09209, 2019
152019
An exponential improvement on the memorization capacity of deep threshold networks
S Rajput, K Sreenivasan, D Papailiopoulos, A Karbasi
Advances in Neural Information Processing Systems 34, 12674-12685, 2021
72021
Finding everything within random binary networks
K Sreenivasan, S Rajput, J Sohn, D Papailiopoulos
arXiv preprint arXiv:2110.08996, 2021
7*2021
Lift: Language-interfaced fine-tuning for non-language machine learning tasks
T Dinh, Y Zeng, R Zhang, Z Lin, M Gira, S Rajput, J Sohn, ...
Advances in Neural Information Processing Systems 35, 11763-11784, 2022
62022
Permutation-Based SGD: Is Random Optimal?
S Rajput, K Lee, D Papailiopoulos
arXiv preprint arXiv:2102.09718, 2021
62021
Looped Transformers as Programmable Computers
A Giannou, S Rajput, J Sohn, K Lee, JD Lee, D Papailiopoulos
arXiv preprint arXiv:2301.13196, 2023
22023
Utilizing Language-Image Pretraining for Efficient and Robust Bilingual Word Alignment
T Dinh, J Sohn, S Rajput, T Ossowski, Y Ming, J Hu, D Papailiopoulos, ...
arXiv preprint arXiv:2205.11616, 2022
12022
The Expressive Power of Tuning Only the Norm Layers
A Giannou, S Rajput, D Papailiopoulos
arXiv preprint arXiv:2302.07937, 2023
2023
Recommender Systems with Generative Retrieval
S Rajput, N Mehta, A Singh, R Keshavan, T Vu, L Heldt, L Hong, Y Tay, ...
preprint, available at https://shashankrajput.github.io/Generative.pdf, 2023
2023
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Artikelen 1–15