Fred Farbod Roosta

Fred Farbod Roosta

University of Queensland - St Lucia / Australia
Engineering & Technology / Computer Science
AD Scientific Index ID: 51853
The University of Queensland
person_outline Fred Farbod Roosta's MOST POPULAR ARTICLES
1-) Newton-type methods for non-convex optimization under inexact Hessian information Mathematical Programming 184 (1), 35-70, 2020
2-) Second-order optimization for non-convex machine learning: An empirical study Proceedings of the 2020 SIAM International Conference on Data Mining, 199-207, 2020
3-) Sub-sampled Newton methods Mathematical Programming 174, 293-326, 2019
4-) Giant: Globally improved approximate newton method for distributed optimization Advances in neural information processing systems 31, 2018
5-) Improved bounds on sample size for implicit matrix trace estimators Foundations of Computational Mathematics 15 (5), 1187-1212, 2015