Follow
Raghav Somani
Raghav Somani
Verified email at cs.washington.edu - Homepage
Title
Cited by
Cited by
Year
Soft threshold weight reparameterization for learnable sparsity
A Kusupati, V Ramanujan, R Somani, M Wortsman, P Jain, S Kakade, ...
International Conference on Machine Learning, 5544-5555, 2020
1922020
Defense against backdoor attacks via robust covariance estimation.
J Hayase, W Kong, R Somani, S Oh
ICML, 4129-4139, 2021
125*2021
Meta-learning for mixed linear regression
W Kong, R Somani, Z Song, S Kakade, S Oh
International Conference on Machine Learning, 5394-5404, 2020
592020
Non-Gaussianity of stochastic gradient noise
A Panigrahi, R Somani, N Goyal, P Netrapalli
arXiv preprint arXiv:1910.09626, 2019
392019
Robust meta-learning for mixed linear regression with small batches
W Kong, R Somani, S Kakade, S Oh
Advances in neural information processing systems 33, 4683-4696, 2020
352020
LLC: Accurate, multi-purpose learnt low-dimensional binary codes
A Kusupati, M Wallingford, V Ramanujan, R Somani, JS Park, K Pillutla, ...
Advances in neural information processing systems 34, 23900-23913, 2021
112021
Support recovery for orthogonal matching pursuit: upper and lower bounds
R Somani, C Gupta, P Jain, P Netrapalli
Advances in Neural Information Processing Systems 31, 2018
72018
Gradient flows on graphons: existence, convergence, continuity equations
S Oh, S Pal, R Somani, R Tripathi
arXiv preprint arXiv:2111.09459, 2021
52021
Clustered monotone transforms for rating factorization
G Hiranandani, R Somani, O Koyejo, S Acharyya
Proceedings of the Twelfth ACM International Conference on Web Search and …, 2019
42019
Stochastic optimization on matrices and a graphon McKean-Vlasov limit
Z Harchaoui, S Oh, S Pal, R Somani, R Tripathi
arXiv preprint arXiv:2210.00422, 2022
22022
Path convergence of Markov chains on large graphs
S Athreya, S Pal, R Somani, R Tripathi
arXiv preprint arXiv:2308.09214, 2023
2023
Universality Patterns in the Training of Neural Networks
R Somani, N Goyal, P Jain, P Netrapalli
2019
The system can't perform the operation now. Try again later.
Articles 1–12