Empirical Inference

Relative gradient optimization of the Jacobian term in unsupervised deep learning

2020

Conference Paper

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Author(s): Gresele, L. and Fissore, G. and Javaloy, A. and Schölkopf, B. and Hyvarinen, A.
Book Title: Advances in Neural Information Processing Systems 33 (NeurIPS 2020)
Pages: 16567--16578
Year: 2020
Month: December
Editors: H. Larochelle and M. Ranzato and R. Hadsell and M. F. Balcan and H. Lin
Publisher: Curran Associates, Inc.
Department(s): Empirical Inference, Probabilistic Learning Group
Research Project(s): Stochastic and Robust Optimization
Bibtex Type: Conference Paper (conference)
Event Name: 34th Annual Conference on Neural Information Processing Systems
Event Place: Virtual Conference
State: Published
URL: https://proceedings.neurips.cc/paper/2020/file/c10f48884c9c7fdbd9a7959c59eebea8-Paper.pdf

BibTex 

@conference{Greseleetal20,
  title = {Relative gradient optimization of the Jacobian term in unsupervised deep learning},
  author = {Gresele, L. and Fissore, G. and Javaloy, A. and Sch{\"o}lkopf, B. and Hyvarinen, A.},
  booktitle = {Advances in Neural Information Processing Systems 33 (NeurIPS 2020)},
  pages = {16567--16578},
  editors = {H. Larochelle and M. Ranzato and R. Hadsell and M. F. Balcan and H. Lin},
  publisher = {Curran Associates, Inc.},
  month = dec,
  year = {2020},
  doi = {},
  url = {https://proceedings.neurips.cc/paper/2020/file/c10f48884c9c7fdbd9a7959c59eebea8-Paper.pdf},
  month_numeric = {12}
}