Raghav Somani
Raghav Somani
Verified email at cs.washington.edu - Homepage
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Soft Threshold Weight Reparameterization for Learnable Sparsity
A Kusupati, V Ramanujan, R Somani, M Wortsman, P Jain, S Kakade, ...
arXiv preprint arXiv:2002.03231, 2020
Non-Gaussianity of stochastic gradient noise
A Panigrahi, R Somani, N Goyal, P Netrapalli
arXiv preprint arXiv:1910.09626, 2019
Meta-learning for mixed linear regression
W Kong, R Somani, Z Song, S Kakade, S Oh
arXiv preprint arXiv:2002.08936, 2020
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, 2020
Support recovery for orthogonal matching pursuit: upper and lower bounds
R Somani, C Gupta, P Jain, P Netrapalli
Advances in Neural Information Processing Systems, 10814-10824, 2018
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
Universality Patterns in the Training of Neural Networks
R Somani, N Goyal, P Jain, P Netrapalli
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