Implicit Bias in Deep Linear Classification: Initialization Scale vs Training Accuracy

Edward Moroshko, Blake E. Woodworth, Suriya Gunasekar, Jason D. Lee, Nati Srebro, Daniel Soudry. Implicit Bias in Deep Linear Classification: Initialization Scale vs Training Accuracy. In Hugo Larochelle, Marc'Aurelio Ranzato, Raia Hadsell, Maria-Florina Balcan, Hsuan-Tien Lin, editors, Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual. 2020. [doi]

@inproceedings{MoroshkoWGLSS20,
  title = {Implicit Bias in Deep Linear Classification: Initialization Scale vs Training Accuracy},
  author = {Edward Moroshko and Blake E. Woodworth and Suriya Gunasekar and Jason D. Lee and Nati Srebro and Daniel Soudry},
  year = {2020},
  url = {https://proceedings.neurips.cc/paper/2020/hash/fc2022c89b61c76bbef978f1370660bf-Abstract.html},
  researchr = {https://researchr.org/publication/MoroshkoWGLSS20},
  cites = {0},
  citedby = {0},
  booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual},
  editor = {Hugo Larochelle and Marc'Aurelio Ranzato and Raia Hadsell and Maria-Florina Balcan and Hsuan-Tien Lin},
}