Raghav Somani

Soft Threshold Weight Reparameterization for Learnable Sparsity

Aditya Kusupati, Vivek Ramanujan, Raghav Somani et al. · arXiv (Cornell University) · 2020 · 82 citations · Full text

Convolutional Neural Network, Deep Neural Networks, Engineering +14

Non-Gaussianity of Stochastic Gradient Noise

Abhishek Panigrahi, Raghav Somani, Navin Goyal et al. · arXiv (Cornell University) · 2019 · 23 citations · Full text

Gradient Descent, Engineering, Machine Learning +16

Soft Threshold Weight Reparameterization for Learnable Sparsity

Aditya Kusupati, Vivek Ramanujan, Raghav Somani et al. · International Conference on Machine Learning · 2020 · 23 citations

Convolutional Neural Network, Deep Neural Networks, Engineering +14

SPECTRE: Defending Against Backdoor Attacks Using Robust Statistics

Jonathan Hayase, Weihao Kong, Raghav Somani et al. · arXiv (Cornell University) · 2021 · 12 citations · Full text

Anomaly Detection, Machine Learning, Engineering +18