Karim T. Abou-Moustafa
Orcid: 0000-0003-4486-3804Affiliations:
- University of Alberta, Department of Computing Science, Edmonton, AB, Canada
- Carnegie Mellon University, Robotics Institute, Pittsburgh, PA, USA (former)
- McGill University, Artificial Perception Laboratory Centre for Intelligent Machines, Montreal, QC, Canada (former)
- Concordia University, Department of Computer Science, Montreal, QC, Canada (former)
According to our database1,
Karim T. Abou-Moustafa
authored at least 22 papers
between 2004 and 2023.
Collaborative distances:
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Bibliography
2023
Shrinkage Coefficient Estimation for Regularized Tyler's M-Estimator: A Leave One Out Approach.
Proceedings of the IEEE Information Theory Workshop, 2023
2019
An Exponential Efron-Stein Inequality for <i>L<sub>q</sub></i> Stable Learning Rules.
Proceedings of the Algorithmic Learning Theory, 2019
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2018
Local generalized quadratic distance metrics: application to the k-nearest neighbors classifier.
Adv. Data Anal. Classif., 2018
An Exponential Tail Bound for Lq Stable Learning Rules. Application to k-Folds Cross-Validation.
Proceedings of the International Symposium on Artificial Intelligence and Mathematics, 2018
2017
2015
Pattern Recognit., 2015
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015
2013
Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013
Learning a Metric Space for Neighbourhood Topology Estimation: Application to Manifold Learning.
Proceedings of the Asian Conference on Machine Learning, 2013
2012
Proceedings of the 4th Asian Conference on Machine Learning, 2012
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2012
2011
Proceedings of the Pattern Recognition - 33rd DAGM Symposium, Frankfurt/Main, Germany, August 31, 2011
2010
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010
2008
Proceedings of the Structural, 2008
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008
Proceedings of the Seventh International Conference on Machine Learning and Applications, 2008
2007
2004
Proceedings of the Ninth International Workshop on Frontiers in Handwriting Recognition, 2004
A generative-discriminative hybrid for sequential data classification [image classification example].
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004