Approximate Heavy Tails in Offline (Multi-Pass) Stochastic Gradient Descent

Kruno Lehman, Alain Durmus, Umut Simsekli. Approximate Heavy Tails in Offline (Multi-Pass) Stochastic Gradient Descent. 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{LehmanDS23,
  title = {Approximate Heavy Tails in Offline (Multi-Pass) Stochastic Gradient Descent},
  author = {Kruno Lehman and Alain Durmus and Umut Simsekli},
  year = {2023},
  url = {http://papers.nips.cc/paper_files/paper/2023/hash/0525a72df7fb2cd943c780d059b94774-Abstract-Conference.html},
  researchr = {https://researchr.org/publication/LehmanDS23},
  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},
}