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Alex Gittens

Alex Gittens

Rensselaer Polytechnic Institute - Troy / United States
Engineering & Technology / Computer Science
AD Scientific Index ID: 1435469
Rensselaer Polytechnic Institute
person_outline Alex Gittens's MOST POPULAR ARTICLES
1-) Revisiting the Nyström method for improved large-scale machine learning The Journal of Machine Learning Research 17 (1), 3977-4041, 2016
2-) Improved matrix algorithms via the subsampled randomized Hadamard transform SIAM Journal on Matrix Analysis and Applications 34 (3), 1301-1340, 2013
3-) Scalable kernel k-means clustering with nystrom approximation: Relative-error bounds Journal of Machine Learning Research 20 (12), 1-49, 2019
4-) Skip-gram− zipf+ uniform= vector additivity Proceedings of the 55th Annual Meeting of the Association for Computational …, 2017
5-) Sketched ridge regression: Optimization perspective, statistical perspective, and model averaging Journal of Machine Learning Research 18 (218), 1-50, 2018