Zakria Hussain

Publication Activity (10 Years)

Years Active: 2007-2014
Publications (10 Years): 0

Top Topics

Manifold Regularization

Partially Labeled

Kernel Learning

Neighborhood Graph

Top Venues

Publications

Zakria Hussain, Arto Klami, Jussi Kujala, Alex Po Leung, Kitsuchart Pasupa, Peter Auer, Samuel Kaski, Jorma Laaksonen, John Shawe-Taylor
PinView: Implicit Feedback in Content-Based Image Retrieval. CoRR (2014)
Shiliang Sun, Zakria Hussain, John Shawe-Taylor
Manifold-preserving graph reduction for sparse semi-supervised learning. Neurocomputing 124 (2014)
Kitsuchart Pasupa, Zakria Hussain, John Shawe-Taylor, Peter Willett
Drug screening with Elastic-net multiple kernel learning. BIBE (2013)
Zakria Hussain, John Shawe-Taylor, David R. Hardoon, Charanpal Dhanjal
Design and Generalization Analysis of Orthogonal Matching Pursuit Algorithms. IEEE Trans. Inf. Theory 57 (8) (2011)
Zakria Hussain, John Shawe-Taylor
A Note on Improved Loss Bounds for Multiple Kernel Learning CoRR (2011)
Zakria Hussain, John Shawe-Taylor
Improved Loss Bounds For Multiple Kernel Learning. AISTATS (2011)
Peter Auer, Zakria Hussain, Samuel Kaski, Arto Klami, Jussi Kujala, Jorma Laaksonen, Alex Po Leung, Kitsuchart Pasupa, John Shawe-Taylor
Pinview: Implicit Feedback in Content-Based Image Retrieval. WAPA (2010)
Tristan Fletcher, Zakria Hussain, John Shawe-Taylor
Multiple Kernel Learning on the Limit Order Book. WAPA (2010)
Zakria Hussain, Kitsuchart Pasupa, John Shawe-Taylor
Learning relevant eye movement feature spaces across users. ETRA (2010)
Zakria Hussain, Alex Po Leung, Kitsuchart Pasupa, David R. Hardoon, Peter Auer, John Shawe-Taylor
Exploration-Exploitation of Eye Movement Enriched Multiple Feature Spaces for Content-Based Image Retrieval. ECML/PKDD (1) (2010)
Tom Diethe, Zakria Hussain
Kernel Polytope Faces Pursuit. ECML/PKDD (1) (2009)
Tom Diethe, Zakria Hussain, David R. Hardoon, John Shawe-Taylor
Matching Pursuit Kernel Fisher Discriminant Analysis. AISTATS (2009)
Zakria Hussain, John Shawe-Taylor
Theory of matching pursuit. NIPS (2008)
Zakria Hussain, François Laviolette, Mario Marchand, John Shawe-Taylor, S. Charles Brubaker, Matthew D. Mullin
Revised Loss Bounds for the Set Covering Machine and Sample-Compression Loss Bounds for Imbalanced Data. J. Mach. Learn. Res. 8 (2007)
Zakria Hussain, John Shawe-Taylor
Using Generalization Error Bounds to Train the Set Covering Machine. ICONIP (1) (2007)