Hanie Sedghi

What is being transferred in transfer learning?

Behnam Neyshabur, Hanie Sedghi, Chiyuan Zhang · arXiv (Cornell University) · 2020 · 194 citations · Full text

Few-shot Learning, Convolutional Neural Network, Engineering +19

Beating the Perils of Non-Convexity: Guaranteed Training of Neural Networks using Tensor Methods

Majid Janzamin, Hanie Sedghi, Anima Anandkumar · arXiv (Cornell University) · 2015 · 146 citations · Full text

Artificial Intelligence, Mathematical Programming, Model Optimization +14

The Singular Values of Convolutional Layers

Hanie Sedghi, Vineet Gupta, Philip M. Long · International Conference on Learning Representations · 2018 · 93 citations

Convolutional Neural Network, Engineering, Machine Learning +16

Statistical Structure Learning to Ensure Data Integrity in Smart Grid

Hanie Sedghi, Edmond Jonckheere · IEEE Transactions on Smart Grid · 2015 · 65 citations

Engineering, Power Grid Operation, Information Security +19

The Singular Values of Convolutional Layers

Hanie Sedghi, Vineet Gupta, Philip M. Long · arXiv (Cornell University) · 2018 · 59 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +16