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All publications by Roi Livni
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Classification with Low Rank and Missing Data
Elad Hazan, Roi Livni and Yishay Mansour
Proceedings of the 32nd International Conference on Machine Learning (ICML-15), 2015


On the Computational Efficiency of Training Neural Networks
Roi Livni, Shai Shalev-shwartz and Ohad Shamir
Advances in Neural Information Processing Systems 27, 2014


Vanishing Component Analysis
Roi Livni, David Lehavi, Sagi Schein, Hila Nachliely, Shai Shalev-shwartz and Amir Globerson
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


A Simple Geometric Interpretation of SVM using Stochastic Adversaries
Roi Livni, Koby Crammer and Amir Globerson
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics (AISTATS-12), 2012