Léon Bottou, Frank E. Curtis, Jorge Nocedal. Optimization Methods for Large-Scale Machine Learning. SIAM Review, 60(2):223-311, 2018. [doi]
@article{BottouCN18,
title = {Optimization Methods for Large-Scale Machine Learning},
author = {Léon Bottou and Frank E. Curtis and Jorge Nocedal},
year = {2018},
doi = {10.1137/16M1080173},
url = {https://doi.org/10.1137/16M1080173},
researchr = {https://researchr.org/publication/BottouCN18},
cites = {0},
citedby = {0},
journal = {SIAM Review},
volume = {60},
number = {2},
pages = {223-311},
}