2021

  1. Deep Networks Provably Classify Data on Curves
    Wang, Tingran, Buchanan, Sam, Gilboa, Dar, and Wright, John
    2021
  2. Deep Networks and the Multiple Manifold Problem
    Buchanan, Sam, Gilboa, Dar, and Wright, John
    In International Conference on Learning Representations 2021

2019

  1. Efficient Dictionary Learning with Gradient Descent
    Gilboa, Dar, Buchanan, Sam, and Wright, John
    In Proceedings of the 36th International Conference on Machine Learning 2019

2018

  1. Efficient Model-Free Learning to Overcome Hardware Nonidealities in Analog-to-Information Converters
    Buchanan, S, Haque, T, Kinget, P, and Wright, J
    In 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2018