Підписатись
Nikos Karampatziakis
Nikos Karampatziakis
Microsoft
Підтверджена електронна адреса в microsoft.com - Домашня сторінка
Назва
Посилання
Посилання
Рік
Phi-3 technical report: A highly capable language model locally on your phone
M Abdin, J Aneja, H Awadalla, A Awadallah, AA Awan, N Bach, A Bahree, ...
arXiv preprint arXiv:2404.14219, 2024
8642024
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
7812008
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
6142007
Gradient coding: Avoiding stragglers in distributed learning
R Tandon, Q Lei, AG Dimakis, N Karampatziakis
International Conference on Machine Learning, 3368-3376, 2017
5672017
Adalora: Adaptive budget allocation for parameter-efficient fine-tuning
Q Zhang, M Chen, A Bukharin, N Karampatziakis, P He, Y Cheng, ...
arXiv preprint arXiv:2303.10512, 2023
4872023
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
3812011
Graph-based malware classification based on file relationships
JW Stokes, N Karampatziakis, JC Platt, AF Thomas, AM Marinescu
US Patent 8,799,190, 2014
1842014
Loftq: Lora-fine-tuning-aware quantization for large language models
Y Li, Y Yu, C Liang, P He, N Karampatziakis, W Chen, T Zhao
arXiv preprint arXiv:2310.08659, 2023
1482023
Gradient coding
R Tandon, Q Lei, AG Dimakis, N Karampatziakis
arXiv preprint arXiv:1612.03301, 2016
1022016
Online importance weight aware updates
N Karampatziakis, J Langford
arXiv preprint arXiv:1011.1576, 2010
812010
Logarithmic time one-against-some
H Daumé III, N Karampatziakis, J Langford, P Mineiro
International Conference on Machine Learning, 923-932, 2017
522017
Using file relationships in malware classification
N Karampatziakis, JW Stokes, A Thomas, M Marinescu
Detection of Intrusions and Malware, and Vulnerability Assessment: 9th …, 2013
452013
Anytime-valid off-policy inference for contextual bandits
I Waudby-Smith, L Wu, A Ramdas, N Karampatziakis, P Mineiro
ACM/IMS Journal of Data Science 1 (3), 1-42, 2024
432024
Discriminative features via generalized eigenvectors
N Karampatziakis, P Mineiro
International conference on machine learning, 494-502, 2014
422014
Least squares revisited: Scalable approaches for multi-class prediction
A Agarwal, S Kakade, N Karampatziakis, L Song, G Valiant
International Conference on Machine Learning, 541-549, 2014
362014
Parallel online learning
D Hsu, N Karampatziakis, J Langford, A Smola
arXiv preprint arXiv:1103.4204, 2011
352011
Fast label embeddings via randomized linear algebra
P Mineiro, N Karampatziakis
Joint European conference on machine learning and knowledge discovery in …, 2015
332015
Static analysis of binary executables using structural SVMs
N Karampatziakis
Advances in Neural Information Processing Systems 23, 2010
262010
Active information acquisition
H He, P Mineiro, N Karampatziakis
arXiv preprint arXiv:1602.02181, 2016
222016
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
212011
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