| 2023 | ITW | Shrinkage Coefficient Estimation for Regularized Tyler's M-Estimator: A Leave One Out Approach. | Karim T. Abou-Moustafa |
| 2019 | AAAI | An Exponential Tail Bound for the Deleted Estimate. | Karim T. Abou-Moustafa, Csaba Szepesvri |
| 2019 | ALT | An Exponential Efron-Stein Inequality for | Karim T. Abou-Moustafa, Csaba Szepesvri |
| 2018 | ISAIM | An Exponential Tail Bound for Lq Stable Learning Rules. Application to k-Folds Cross-Validation. | Karim T. Abou-Moustafa, Csaba Szepesvri |
| 2013 | ACML | Learning a Metric Space for Neighbourhood Topology Estimation: Application to Manifold Learning. | Karim T. Abou-Moustafa, Dale Schuurmans, Frank P. Ferrie |
| 2012 | SSPR | Modified Divergences for Gaussian Densities. | Karim T. Abou-Moustafa, Frank P. Ferrie |
| 2010 | CVPR | Pareto discriminant analysis. | Karim T. Abou-Moustafa, Fernando De la Torre, Frank P. Ferrie |
| 2008 | ICMLA | Regularized Minimum Volume Ellipsoid Metric for Query-Based Learning. | Karim T. Abou-Moustafa, Frank P. Ferrie |
| 2008 | ICPR | Fast and regularized local metric for query-based operations. | Karim T. Abou-Moustafa, Frank P. Ferrie |
| 2008 | SSPR | Local Metric Learning on Manifolds with Application to Query-Based Operations. | Karim T. Abou-Moustafa, Frank P. Ferrie |
| 2004 | ICASSP | A generative-discriminative hybrid for sequential data classification [image classification example]. | Karim T. Abou-Moustafa, Ching Y. Suen, Mohamed Cheriet |
| 2004 | ICFHR | Classification of time-series data using a generative/discriminative hybrid. | Karim T. Abou-Moustafa, Mohamed Cheriet, Ching Y. Suen |