TY  - JOUR
ID  - dl-01-1
TI  - Stochastic Gradient Descent as Approximate Bayesian Inference
AU  - Mandt, Stephan
AU  - Hoffman, Matthew D.
AU  - Blei, David M.
JO  - Journal of Machine Learning Research 18(134)
PY  - 2017
UR  - https://jmlr.org/papers/v18/17-214.html
ER  - 


TY  - UNPB
ID  - dl-01-2
TI  - A Bayesian Perspective on Generalization and Stochastic Gradient Descent
AU  - Smith, Samuel L.
AU  - Le, Quoc V.
T2  - arXiv:1710.06451
PY  - 2017
DO  - 10.48550/arXiv.1710.06451
UR  - https://arxiv.org/abs/1710.06451
ER  - 


TY  - UNPB
ID  - dl-01-3
TI  - An Empirical Model of Large-Batch Training
AU  - McCandlish, Sam
AU  - Kaplan, Jared
AU  - Amodei, Dario
AU  - OpenAI Dota Team
T2  - arXiv:1812.06162
PY  - 2018
DO  - 10.48550/arXiv.1812.06162
UR  - https://arxiv.org/abs/1812.06162
ER  -