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All publications by Nikos Karampatziakis
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Least Squares Revisited: Scalable Approaches for Multi-class Prediction
Alekh Agarwal, Sham Kakade, Nikos Karampatziakis, Le Song and Gregory Valiant
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


Discriminative Features via Generalized Eigenvectors
Nikos Karampatziakis and Paul Mineiro
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


Loss-Proportional Subsampling for Subsequent ERM
Paul Mineiro and Nikos Karampatziakis
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


Static Analysis of Binary Executables Using Structural SVMs
Nikos Karampatziakis
Advances in Neural Information Processing Systems 23, 2010