Pratik Chaudhari, Stefano Soatto. Stochastic Gradient Descent Performs Variational Inference, Converges to Limit Cycles for Deep Networks. In 2018 Information Theory and Applications Workshop, ITA 2018, San Diego, CA, USA, February 11-16, 2018. pages 1-10, IEEE, 2018. [doi]
@inproceedings{ChaudhariS18,
title = {Stochastic Gradient Descent Performs Variational Inference, Converges to Limit Cycles for Deep Networks},
author = {Pratik Chaudhari and Stefano Soatto},
year = {2018},
doi = {10.1109/ITA.2018.8503224},
url = {https://doi.org/10.1109/ITA.2018.8503224},
researchr = {https://researchr.org/publication/ChaudhariS18},
cites = {0},
citedby = {0},
pages = {1-10},
booktitle = {2018 Information Theory and Applications Workshop, ITA 2018, San Diego, CA, USA, February 11-16, 2018},
publisher = {IEEE},
isbn = {978-1-7281-0124-8},
}