Jonathan Lacotte, Yifei Wang, Mert Pilanci. Adaptive Newton Sketch: Linear-time Optimization with Quadratic Convergence and Effective Hessian Dimensionality. In Marina Meila, Tong Zhang 0001, editors, Proceedings of the 38th International Conference on Machine Learning, ICML 2021, 18-24 July 2021, Virtual Event. Volume 139 of Proceedings of Machine Learning Research, pages 5926-5936, PMLR, 2021. [doi]
@inproceedings{LacotteWP21,
title = {Adaptive Newton Sketch: Linear-time Optimization with Quadratic Convergence and Effective Hessian Dimensionality},
author = {Jonathan Lacotte and Yifei Wang and Mert Pilanci},
year = {2021},
url = {http://proceedings.mlr.press/v139/lacotte21a.html},
researchr = {https://researchr.org/publication/LacotteWP21},
cites = {0},
citedby = {0},
pages = {5926-5936},
booktitle = {Proceedings of the 38th International Conference on Machine Learning, ICML 2021, 18-24 July 2021, Virtual Event},
editor = {Marina Meila and Tong Zhang 0001},
volume = {139},
series = {Proceedings of Machine Learning Research},
publisher = {PMLR},
}