Search Machine Learning Repository:
All publications by Alex Gittens
authors venues years



Spectral Clustering via the Power Method - Provably
Christos Boutsidis, Prabhanjan Kambadur and Alex Gittens
Proceedings of the 32nd International Conference on Machine Learning (ICML-15), 2015


Compact Random Feature Maps
Raffay Hamid, Ying Xiao, Alex Gittens and Dennis Decoste
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


Revisiting the Nystrom method for improved large-scale machine learning
Alex Gittens and Michael Mahoney
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013