متابعة
Fred Roosta
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
Newton-type methods for non-convex optimization under inexact Hessian information‏
P Xu, F Roosta, MW Mahoney‏
Mathematical Programming 184 (1), 35-70, 2020‏
2462020
Second-order optimization for non-convex machine learning: An empirical study‏
P Xu, F Roosta, MW Mahoney‏
Proceedings of the 2020 SIAM International Conference on Data Mining, 199-207, 2020‏
1912020
Sub-sampled Newton methods‏
F Roosta-Khorasani, MW Mahoney‏
Mathematical Programming 174, 293-326, 2019‏
1692019
Giant: Globally improved approximate newton method for distributed optimization‏
S Wang, F Roosta, P Xu, MW Mahoney‏
Advances in neural information processing systems 31, 2018‏
1652018
Sub-sampled Newton methods with non-uniform sampling‏
P Xu, J Yang, F Roosta, C Ré, MW Mahoney‏
Advances in Neural Information Processing Systems 29, 2016‏
1492016
Improved bounds on sample size for implicit matrix trace estimators‏
F Roosta-Khorasani, U Ascher‏
Foundations of Computational Mathematics 15 (5), 1187-1212, 2015‏
1492015
Sub-sampled newton methods ii: Local convergence rates‏
F Roosta-Khorasani, MW Mahoney‏
arXiv preprint arXiv:1601.04738, 2016‏
952016
Parallel local graph clustering‏
J Shun, F Roosta-Khorasani, K Fountoulakis, MW Mahoney‏
arXiv preprint arXiv:1604.07515, 2016‏
902016
Inexact Nonconvex Newton-type Methods‏
Z Yao, P Xu, F Roosta, MW Mahoney‏
INFORMS Journal on Optimization 3 (2), 154-182, 2021‏
752021
DINGO: Distributed Newton-type method for gradient-norm optimization‏
R Crane, F Roosta‏
Advances in neural information processing systems 32, 2019‏
612019
Evolution and application of digital technologies to predict crop type and crop phenology in agriculture‏
AB Potgieter, Y Zhao, PJ Zarco-Tejada, K Chenu, Y Zhang, K Porker, ...‏
in silico Plants 3 (1), diab017, 2021‏
562021
Stochastic algorithms for inverse problems involving PDEs and many measurements‏
F Roosta-Khorasani, K Van Den Doel, U Ascher‏
SIAM Journal on Scientific Computing 36 (5), S3-S22, 2014‏
542014
Newton-MR: Inexact Newton Method with minimum residual sub-problem solver‏
F Roosta, Y Liu, P Xu, MW Mahoney‏
EURO Journal on Computational Optimization 10, 100035, 2022‏
51*2022
Variational perspective on local graph clustering‏
K Fountoulakis, F Roosta-Khorasani, J Shun, X Cheng, MW Mahoney‏
Mathematical Programming 174, 553-573, 2019‏
422019
GPU accelerated sub-sampled Newton's method for convex classification problems‏
S Kylasa, F Roosta, MW Mahoney, A Grama‏
Proceedings of the 2019 SIAM international conference on data mining, 702-710, 2019‏
412019
Invariance of weight distributions in rectified MLPs‏
R Tsuchida, F Roosta, M Gallagher‏
International Conference on Machine Learning, 4995-5004, 2018‏
382018
The reproducing Stein kernel approach for post-hoc corrected sampling‏
L Hodgkinson, R Salomone, F Roosta‏
arXiv preprint arXiv:2001.09266, 2020‏
362020
Optimization methods for inverse problems‏
N Ye, F Roosta-Khorasani, T Cui‏
2017 MATRIX Annals, 121-140, 2019‏
342019
Average-reward model-free reinforcement learning: a systematic review and literature mapping‏
V Dewanto, G Dunn, A Eshragh, M Gallagher, F Roosta‏
arXiv preprint arXiv:2010.08920, 2020‏
322020
Stochastic normalizing flows‏
L Hodgkinson, C van der Heide, F Roosta, MW Mahoney‏
arXiv preprint arXiv:2002.09547, 2020‏
272020
يتعذر على النظام إجراء العملية في الوقت الحالي. عاود المحاولة لاحقًا.
مقالات 1–20