Surbhi Goel

Reliably Learning the ReLU in Polynomial Time

Surbhi Goel, Varun Kanade, Adam R. Klivans et al. · arXiv (Cornell University) · 2016 · 54 citations · Full text

Engineering, Machine Learning, Computational Learning Theory +11

Learning Neural Networks with Two Nonlinear Layers in Polynomial Time

Surbhi Goel, Adam R. Klivans · arXiv (Cornell University) · 2017 · 34 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +16

Quantifying Perceptual Distortion of Adversarial Examples

Matt Jordan, Naren Sarayu Manoj, Surbhi Goel et al. · arXiv (Cornell University) · 2019 · 31 citations · Full text

Engineering, Machine Learning, Information Forensics +16

Learning One Convolutional Layer with Overlapping Patches

Surbhi Goel, Adam R. Klivans, Raghu Meka · arXiv (Cornell University) · 2018 · 30 citations · Full text

Geometric Learning, Convolutional Neural Network, Engineering +19

Learning One Convolutional Layer with Overlapping Patches

Surbhi Goel, Adam R. Klivans, Raghu Meka · arXiv (Cornell University) · 2018 · 26 citations · Full text

Geometric Learning, Convolutional Neural Network, Engineering +19