Karim T. Abou-Moustafa

22 papers A* 2B 3C 3Misc 1Journal 5Unranked 8
YearRankTypeTitle / Venue / Authors
2023 B conf
Shrinkage Coefficient Estimation for Regularized Tyler's M-Estimator: A Leave One Out Approach.
ITW
Karim T. Abou-Moustafa
2019 B conf
An Exponential Efron-Stein Inequality for
ALT
Karim T. Abou-Moustafa, Csaba Szepesvári
2019 J jnl
An Exponential Efron-Stein Inequality for Lq Stable Learning Rules.
CoRR
Karim T. Abou-Moustafa, Csaba Szepesvári
2019 A* conf
An Exponential Tail Bound for the Deleted Estimate.
AAAI
Karim T. Abou-Moustafa, Csaba Szepesvári
2018 Misc conf
An Exponential Tail Bound for Lq Stable Learning Rules. Application to k-Folds Cross-Validation.
ISAIM
Karim T. Abou-Moustafa, Csaba Szepesvári
2018 J jnl
Local generalized quadratic distance metrics: application to the k-nearest neighbors classifier.
Adv. Data Anal. Classif.
Karim T. Abou-Moustafa, Frank P. Ferrie
2017 J jnl
An a Priori Exponential Tail Bound for k-Folds Cross-Validation.
CoRR
Karim T. Abou-Moustafa, Csaba Szepesvári
2015 — conf
Generalization in Unsupervised Learning.
ECML/PKDD (1)
Karim T. Abou-Moustafa, Dale Schuurmans
2015 J jnl
Pareto models for discriminative multiclass linear dimensionality reduction.
Pattern Recognit.
Karim T. Abou-Moustafa, Fernando De la Torre, Frank P. Ferrie
2013 — conf
Divergence based graph estimation for manifold learning.
GlobalSIP
Karim T. Abou-Moustafa, Frank P. Ferrie, Dale Schuurmans
2013 C conf
Learning a Metric Space for Neighbourhood Topology Estimation: Application to Manifold Learning.
ACML
Karim T. Abou-Moustafa, Dale Schuurmans, Frank P. Ferrie
2012 C conf
A Note on Metric Properties for Some Divergence Measures: The Gaussian Case.
ACML
Karim T. Abou-Moustafa, Frank P. Ferrie
2012 — conf
Modified Divergences for Gaussian Densities.
SSPR/SPR
Karim T. Abou-Moustafa, Frank P. Ferrie
2011 — conf
Relaxed Exponential Kernels for Unsupervised Learning.
DAGM-Symposium
Karim T. Abou-Moustafa, Mohak Shah, Fernando De la Torre, Frank P. Ferrie
2010 A* conf
Pareto discriminant analysis.
CVPR
Karim T. Abou-Moustafa, Fernando De la Torre, Frank P. Ferrie
2008 B conf
Fast and regularized local metric for query-based operations.
ICPR
Karim T. Abou-Moustafa, Frank P. Ferrie
2008 — conf
Local Metric Learning on Manifolds with Application to Query-Based Operations.
SSPR/SPR
Karim T. Abou-Moustafa, Frank P. Ferrie
2008 C conf
Regularized Minimum Volume Ellipsoid Metric for Query-Based Learning.
ICMLA
Karim T. Abou-Moustafa, Frank P. Ferrie
2007 — conf
The Minimum Volume Ellipsoid Metric.
DAGM-Symposium
Karim T. Abou-Moustafa, Frank P. Ferrie
2004 — conf
A generative-discriminative hybrid for sequential data classification [image classification example].
ICASSP (5)
Karim T. Abou-Moustafa, Ching Y. Suen, Mohamed Cheriet
2004 — conf
Classification of time-series data using a generative/discriminative hybrid.
IWFHR
Karim T. Abou-Moustafa, Mohamed Cheriet, Ching Y. Suen
2004 J jnl
On the structure of hidden Markov models.
Pattern Recognit. Lett.
Karim T. Abou-Moustafa, Mohamed Cheriet, Ching Y. Suen