(S)GD over Diagonal Linear Networks: Implicit bias, Large Stepsizes and Edge of Stability

Mathieu Even, Scott Pesme, Suriya Gunasekar, Nicolas Flammarion. (S)GD over Diagonal Linear Networks: Implicit bias, Large Stepsizes and Edge of Stability. 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{EvenPGF23,
  title = {(S)GD over Diagonal Linear Networks: Implicit bias, Large Stepsizes and Edge of Stability},
  author = {Mathieu Even and Scott Pesme and Suriya Gunasekar and Nicolas Flammarion},
  year = {2023},
  url = {http://papers.nips.cc/paper_files/paper/2023/hash/5da6ce80e97671b70c01a2e703b868b3-Abstract-Conference.html},
  researchr = {https://researchr.org/publication/EvenPGF23},
  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},
}