Efficient Algorithms for Learning Depth-2 Neural Networks with General ReLU Activations

Pranjal Awasthi, Alex Tang, Aravindan Vijayaraghavan. Efficient Algorithms for Learning Depth-2 Neural Networks with General ReLU Activations. In Marc'Aurelio Ranzato, Alina Beygelzimer, Yann N. Dauphin, Percy Liang, Jennifer Wortman Vaughan, editors, Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual. pages 13485-13496, 2021. [doi]

@inproceedings{AwasthiTV21,
  title = {Efficient Algorithms for Learning Depth-2 Neural Networks with General ReLU Activations},
  author = {Pranjal Awasthi and Alex Tang and Aravindan Vijayaraghavan},
  year = {2021},
  url = {https://proceedings.neurips.cc/paper/2021/hash/700fdb2ba62d4554dc268c65add4b16e-Abstract.html},
  researchr = {https://researchr.org/publication/AwasthiTV21},
  cites = {0},
  citedby = {0},
  pages = {13485-13496},
  booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual},
  editor = {Marc'Aurelio Ranzato and Alina Beygelzimer and Yann N. Dauphin and Percy Liang and Jennifer Wortman Vaughan},
}