Karim T. Abou-Moustafa

22 papers A* 2B 3C 3Misc 1Journal 5Unranked 8

Year	Rank	Type	Title / 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