Nikos Karampatziakis
Nikos Karampatziakis
Verified email at microsoft.com - Homepage
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
5392007
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
4852008
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
1742011
Gradient coding: Avoiding stragglers in distributed learning
R Tandon, Q Lei, AG Dimakis, N Karampatziakis
International Conference on Machine Learning, 3368-3376, 2017
1212017
Graph-based malware classification based on file relationships
JW Stokes, N Karampatziakis, JC Platt, AF Thomas, AM Marinescu
US Patent 8,799,190, 2014
932014
Online importance weight aware updates
N Karampatziakis, J Langford
arXiv preprint arXiv:1011.1576, 2010
582010
Gradient coding
R Tandon, Q Lei, AG Dimakis, N Karampatziakis
arXiv preprint arXiv:1612.03301, 2016
502016
Using file relationships in malware classification
N Karampatziakis, JW Stokes, A Thomas, M Marinescu
International Conference on Detection of Intrusions and Malware, and …, 2012
362012
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
282017
Discriminative features via generalized eigenvectors
N Karampatziakis, P Mineiro
arXiv preprint arXiv:1310.1934, 2013
282013
Parallel online learning
D Hsu, N Karampatziakis, J Langford, A Smola
arXiv preprint arXiv:1103.4204, 2011
272011
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
232013
Fast label embeddings via randomized linear algebra
P Mineiro, N Karampatziakis
Joint European conference on machine learning and knowledge discovery in …, 2015
182015
Expression-invariant multispectral face recognition: you can smile now!
IA Kakadiaris, G Passalis, G Toderici, Y Lu, N Karampatziakis, N Murtuza, ...
Biometric Technology for Human Identification III 6202, 620204, 2006
172006
A randomized algorithm for cca
P Mineiro, N Karampatziakis
arXiv preprint arXiv:1411.3409, 2014
142014
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
132011
Distributed latent dirichlet allocation via tensor factorization
F Huang, S Matusevych, A Anandkumar, N Karampatziakis, P Mineiro
NIPS Optimization Workshop 1, 2014
112014
Fast label embeddings for extremely large output spaces
P Mineiro, N Karampatziakis
arXiv preprint arXiv:1503.08873, 2015
102015
Static analysis of binary executables using structural SVMs
N Karampatziakis
Advances in Neural Information Processing Systems, 1063-1071, 2010
102010
Gradient coding: Avoiding stragglers in synchronous gradient descent
R Tandon, Q Lei, AG Dimakis, N Karampatziakis
stat 1050, 8, 2017
82017
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