Raghav Somani - RankMe

18 papers A* 6A 1Journal 10

Year	Rank	Type	Title / Venue / Authors
2024	—	`—`	Scaling Limits of Algorithms on Large Matrices Raghav Somani
2022	J	`jnl`	Stochastic optimization on matrices and a graphon McKean-Vlasov limit. CoRR Zaïd Harchaoui, Sewoong Oh, Soumik Pal, Raghav Somani, Raghavendra Tripathi
2021	A*	`conf`	Defense against backdoor attacks via robust covariance estimation. ICML Jonathan Hayase, Weihao Kong, Raghav Somani, Sewoong Oh
2021	J	`jnl`	Gradient flows on graphons: existence, convergence, continuity equations. CoRR Sewoong Oh, Soumik Pal, Raghav Somani, Raghav Tripathi
2021	A*	`conf`	LLC: Accurate, Multi-purpose Learnt Low-dimensional Binary Codes. NeurIPS Aditya Kusupati, Matthew Wallingford, Vivek Ramanujan, Raghav Somani, Jae Sung Park, Krishna Pillutla, Prateek Jain, Sham M. Kakade, Ali Farhadi
2021	J	`jnl`	LLC: Accurate, Multi-purpose Learnt Low-dimensional Binary Codes. CoRR Aditya Kusupati, Matthew Wallingford, Vivek Ramanujan, Raghav Somani, Jae Sung Park, Krishna Pillutla, Prateek Jain, Sham M. Kakade, Ali Farhadi
2021	J	`jnl`	SPECTRE: Defending Against Backdoor Attacks Using Robust Statistics. CoRR Jonathan Hayase, Weihao Kong, Raghav Somani, Sewoong Oh
2020	A*	`conf`	Meta-learning for Mixed Linear Regression. ICML Weihao Kong, Raghav Somani, Zhao Song, Sham M. Kakade, Sewoong Oh
2020	J	`jnl`	Meta-learning for mixed linear regression. CoRR Weihao Kong, Raghav Somani, Zhao Song, Sham M. Kakade, Sewoong Oh
2020	A*	`conf`	Robust Meta-learning for Mixed Linear Regression with Small Batches. NeurIPS Weihao Kong, Raghav Somani, Sham M. Kakade, Sewoong Oh
2020	J	`jnl`	Robust Meta-learning for Mixed Linear Regression with Small Batches. CoRR Weihao Kong, Raghav Somani, Sham M. Kakade, Sewoong Oh
2020	A*	`conf`	Soft Threshold Weight Reparameterization for Learnable Sparsity. ICML Aditya Kusupati, Vivek Ramanujan, Raghav Somani, Mitchell Wortsman, Prateek Jain, Sham M. Kakade, Ali Farhadi
2020	J	`jnl`	Soft Threshold Weight Reparameterization for Learnable Sparsity. CoRR Aditya Kusupati, Vivek Ramanujan, Raghav Somani, Mitchell Wortsman, Prateek Jain, Sham M. Kakade, Ali Farhadi
2019	A	`conf`	Clustered Monotone Transforms for Rating Factorization. WSDM Gaurush Hiranandani, Raghav Somani, Oluwasanmi Koyejo, Sreangsu Acharyya
2019	J	`jnl`	Non-Gaussianity of Stochastic Gradient Noise. CoRR Abhishek Panigrahi, Raghav Somani, Navin Goyal, Praneeth Netrapalli
2018	J	`jnl`	Clustered Monotone Transforms for Rating Factorization. CoRR Gaurush Hiranandani, Raghav Somani, Oluwasanmi Koyejo, Sreangsu Acharyya
2018	A*	`conf`	Support Recovery for Orthogonal Matching Pursuit: Upper and Lower bounds. NeurIPS Raghav Somani, Chirag Gupta, Prateek Jain, Praneeth Netrapalli
2017	J	`jnl`	A case study of Empirical Bayes in User-Movie Recommendation system. CoRR Arabin Kumar Dey, Raghav Somani, Sreangsu Acharyya