Kimon Antonakopoulos, Panayotis Mertikopoulos, Georgios Piliouras, Xiao Wang 0036. AdaGrad Avoids Saddle Points. In Kamalika Chaudhuri, Stefanie Jegelka, Le Song, Csaba Szepesvári, Gang Niu 0001, Sivan Sabato, editors, International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA. Volume 162 of Proceedings of Machine Learning Research, pages 731-771, PMLR, 2022. [doi]
@inproceedings{AntonakopoulosM22,
title = {AdaGrad Avoids Saddle Points},
author = {Kimon Antonakopoulos and Panayotis Mertikopoulos and Georgios Piliouras and Xiao Wang 0036},
year = {2022},
url = {https://proceedings.mlr.press/v162/antonakopoulos22a.html},
researchr = {https://researchr.org/publication/AntonakopoulosM22},
cites = {0},
citedby = {0},
pages = {731-771},
booktitle = {International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA},
editor = {Kamalika Chaudhuri and Stefanie Jegelka and Le Song and Csaba Szepesvári and Gang Niu 0001 and Sivan Sabato},
volume = {162},
series = {Proceedings of Machine Learning Research},
publisher = {PMLR},
}