Nikos Karampatziakis
Nikos Karampatziakis
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TitleCited byYear
Three-dimensional face recognition in the presence of facial expressions: An annotated deformable model approach
IA Kakadiaris, G Passalis, G Toderici, MN Murtuza, Y Lu, ...
IEEE Transactions on pattern analysis and machine intelligence 29 (4), 640-649, 2007
An empirical evaluation of supervised learning in high dimensions
R Caruana, N Karampatziakis, A Yessenalina
Proceedings of the 25th international conference on Machine learning, 96-103, 2008
Efficient optimal learning for contextual bandits
M Dudik, D Hsu, S Kale, N Karampatziakis, J Langford, L Reyzin, T Zhang
arXiv preprint arXiv:1106.2369, 2011
Gradient coding: Avoiding stragglers in distributed learning
R Tandon, Q Lei, AG Dimakis, N Karampatziakis
International Conference on Machine Learning, 3368-3376, 2017
Graph-based malware classification based on file relationships
JW Stokes, N Karampatziakis, JC Platt, AF Thomas, AM Marinescu
US Patent 8,799,190, 2014
Gradient coding
R Tandon, Q Lei, AG Dimakis, N Karampatziakis
arXiv preprint arXiv:1612.03301, 2016
Gradient coding
R Tandon, Q Lei, AG Dimakis, N Karampatziakis
arXiv preprint arXiv:1612.03301, 2016
Online importance weight aware updates
N Karampatziakis, J Langford
arXiv preprint arXiv:1011.1576, 2010
Using file relationships in malware classification
N Karampatziakis, JW Stokes, A Thomas, M Marinescu
International Conference on Detection of Intrusions and Malware, and …, 2012
Logarithmic time one-against-some
H Daumé III, N Karampatziakis, J Langford, P Mineiro
Proceedings of the 34th International Conference on Machine Learning-Volume …, 2017
Discriminative features via generalized eigenvectors
N Karampatziakis, P Mineiro
arXiv preprint arXiv:1310.1934, 2013
Parallel online learning
D Hsu, N Karampatziakis, J Langford, A Smola
arXiv preprint arXiv:1103.4204, 2011
Least squares revisited: Scalable approaches for multi-class prediction
A Agarwal, SM Kakade, N Karampatziakis, L Song, G Valiant
arXiv preprint arXiv:1310.1949, 2013
Fast label embeddings via randomized linear algebra
P Mineiro, N Karampatziakis
Joint European conference on machine learning and knowledge discovery in …, 2015
A randomized algorithm for cca
P Mineiro, N Karampatziakis
arXiv preprint arXiv:1411.3409, 2014
Efficient active learning
A Beygelzimer, D Hsu, N Karampatziakis, J Langford, T Zhang
ICML 2011 Workshop on On-line Trading of Exploration and Exploitation, 2011
Distributed latent dirichlet allocation via tensor factorization
F Huang, S Matusevych, A Anandkumar, N Karampatziakis, P Mineiro
NIPS Optimization Workshop 1, 2014
Fast label embeddings for extremely large output spaces
P Mineiro, N Karampatziakis
arXiv preprint arXiv:1503.08873, 2015
Static analysis of binary executables using structural svms
N Karampatziakis
Advances in Neural Information Processing Systems, 1063-1071, 2010
Log-time and log-space extreme classification
K Jasinska, N Karampatziakis
arXiv preprint arXiv:1611.01964, 2016
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