Norm-based Generalization Bounds for Sparse Neural Networks

Tomer Galanti, Mengjia Xu, Liane Galanti, Tomaso A. Poggio. Norm-based Generalization Bounds for Sparse Neural Networks. In Alice Oh, Tristan Naumann, Amir Globerson, Kate Saenko, Moritz Hardt, Sergey Levine, editors, Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023. 2023. [doi]

@inproceedings{GalantiXGP23,
  title = {Norm-based Generalization Bounds for Sparse Neural Networks},
  author = {Tomer Galanti and Mengjia Xu and Liane Galanti and Tomaso A. Poggio},
  year = {2023},
  url = {http://papers.nips.cc/paper_files/paper/2023/hash/8493e190ff1bbe3837eca821190b61ff-Abstract-Conference.html},
  researchr = {https://researchr.org/publication/GalantiXGP23},
  cites = {0},
  citedby = {0},
  booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023},
  editor = {Alice Oh and Tristan Naumann and Amir Globerson and Kate Saenko and Moritz Hardt and Sergey Levine},
}