PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

EPrints submitted by Zakria Hussain

Click here to see user's record.

Number of EPrints submitted by this user: 7

The Linear Programming Set Covering Machine
Zakria Hussain, Sandor Szedmak and John Shawe-Taylor
(2004) Pascal.

Using generalization error bounds to train the set covering machine
Zakria Hussain and John Shawe-Taylor
International Conference on Neural Information Processing 2007.

Revised Loss Bounds for the Set Covering Machine and Sample-Compression Loss Bounds for Imbalanced Data
Zakria Hussain, Francois Laviolette, Mario Marchand, John Shawe-Taylor, Spencer Charles Brubaker and Matthew D Mullin
Journal of Machine Learing Research Volume 8, pp. 2533-2549, 2007.

Theory of matching pursuit
Zakria Hussain and John Shawe-Taylor
In: Advances in Neural Information Processing Systems, Vancouver, Canada(2008).

Prediction with the SVM using test point margins
Sureyya Ozogur-Akyuz, Zakria Hussain and John Shawe-Taylor
Annals of Information Systems, Special Issue on Optimization methods in Machine Learning 2009.

Kernel Polytope Face Pursuit
Tom Diethe and Zakria Hussain
In: ECML PKDD 2009, 7-11 September 2009, Bled, Slovenia.

Learning Relevant Eye MovementFeature Spaces Across Users
Zakria Hussain, Kitsuchart Pasupa and John Shawe-Taylor
In: ETRA 2010, 22-24 March 2010, Austin, USA.