Zakria Hussain

According to our database, Zakria Hussain authored at least 15 papers between 2007 and 2014.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2014

Manifold-preserving graph reduction for sparse semi-supervised learning.

Shiliang Sun, Zakria Hussain, John Shawe-Taylor

Neurocomputing, 2014

2013

Drug screening with Elastic-net multiple kernel learning.

Kitsuchart Pasupa, Zakria Hussain, John Shawe-Taylor, Peter Willett

Proceedings of the 13th IEEE International Conference on BioInformatics and BioEngineering, 2013

2011

Design and Generalization Analysis of Orthogonal Matching Pursuit Algorithms.

Zakria Hussain, John Shawe-Taylor, David R. Hardoon, Charanpal Dhanjal

IEEE Trans. Inf. Theory, 2011

Improved Loss Bounds For Multiple Kernel Learning.

Zakria Hussain, John Shawe-Taylor

Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics, 2011

A Note on Improved Loss Bounds for Multiple Kernel Learning

Zakria Hussain, John Shawe-Taylor

CoRR, 2011

2010

Prediction with the SVM Using Test Point Margins.

Süreyya Özögür-Akyüz, Zakria Hussain, John Shawe-Taylor

Proceedings of the Data Mining - Special Issue in Annals of Information Systems, 2010

Multiple Kernel Learning on the Limit Order Book.

Tristan Fletcher, Zakria Hussain, John Shawe-Taylor

Proceedings of the First Workshop on Applications of Pattern Analysis, 2010

Pinview: Implicit Feedback in Content-Based Image Retrieval.

Peter Auer, Zakria Hussain, Samuel Kaski, Arto Klami, Jussi Kujala, Jorma Laaksonen, Alex Po Leung, Kitsuchart Pasupa, John Shawe-Taylor

Proceedings of the First Workshop on Applications of Pattern Analysis, 2010

Exploration-Exploitation of Eye Movement Enriched Multiple Feature Spaces for Content-Based Image Retrieval.

Zakria Hussain, Alex Po Leung, Kitsuchart Pasupa, David R. Hardoon, Peter Auer, John Shawe-Taylor

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2010

Learning relevant eye movement feature spaces across users.

Zakria Hussain, Kitsuchart Pasupa, John Shawe-Taylor

Proceedings of the 2010 Symposium on Eye-Tracking Research & Applications, 2010

2009

Matching Pursuit Kernel Fisher Discriminant Analysis.

Tom Diethe, Zakria Hussain, David R. Hardoon, John Shawe-Taylor

Proceedings of the Twelfth International Conference on Artificial Intelligence and Statistics, 2009

Kernel Polytope Faces Pursuit.

Tom Diethe, Zakria Hussain

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2009

2008

Theory of matching pursuit.

Zakria Hussain, John Shawe-Taylor

Proceedings of the Advances in Neural Information Processing Systems 21, 2008

2007

Revised Loss Bounds for the Set Covering Machine and Sample-Compression Loss Bounds for Imbalanced Data.

Zakria Hussain, François Laviolette, Mario Marchand, John Shawe-Taylor, S. Charles Brubaker, Matthew D. Mullin

J. Mach. Learn. Res., 2007

Using Generalization Error Bounds to Train the Set Covering Machine.

Zakria Hussain, John Shawe-Taylor

Proceedings of the Neural Information Processing, 14th International Conference, 2007