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Journal Articles
- 2014
[j3]Shiliang Sun, Zakria Hussain, John Shawe-Taylor
:
Manifold-preserving graph reduction for sparse semi-supervised learning. Neurocomputing 124: 13-21 (2014)- 2011
- [j2]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): 5326-5341 (2011) - 2007
- [j1]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: 2533-2549 (2007)
Conference and Workshop Papers
- 2013
- [c10]Kitsuchart Pasupa, Zakria Hussain, John Shawe-Taylor, Peter Willett:
Drug screening with Elastic-net multiple kernel learning. BIBE 2013: 1-5 - 2011
- [c9]Zakria Hussain, John Shawe-Taylor:
Improved Loss Bounds For Multiple Kernel Learning. AISTATS 2011: 370-377 - 2010
- [c8]Zakria Hussain, Kitsuchart Pasupa, John Shawe-Taylor:
Learning relevant eye movement feature spaces across users. ETRA 2010: 181-185 - [c7]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: 554-569 - [c6]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: 51-57 - [c5]Tristan Fletcher, Zakria Hussain, John Shawe-Taylor:
Multiple Kernel Learning on the Limit Order Book. WAPA 2010: 167-174 - 2009
- [c4]Tom Diethe, Zakria Hussain:
Kernel Polytope Faces Pursuit. ECML/PKDD (1) 2009: 290-301 - [c3]Tom Diethe, Zakria Hussain, David R. Hardoon, John Shawe-Taylor:
Matching Pursuit Kernel Fisher Discriminant Analysis. AISTATS 2009: 121-128 - 2008
- [c2]Zakria Hussain, John Shawe-Taylor:
Theory of matching pursuit. NIPS 2008: 721-728 - 2007
- [c1]Zakria Hussain, John Shawe-Taylor:
Using Generalization Error Bounds to Train the Set Covering Machine. ICONIP (1) 2007: 258-268
Parts in Books or Collections
- 2010
- [p1]Süreyya Özögür-Akyüz, Zakria Hussain, John Shawe-Taylor:
Prediction with the SVM Using Test Point Margins. Data Mining 2010: 147-158
Informal and Other Publications
- 2014
- [i2]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 abs/1410.0471 (2014) - 2011
- [i1]Zakria Hussain, John Shawe-Taylor:
A Note on Improved Loss Bounds for Multiple Kernel Learning. CoRR abs/1106.6258 (2011)
Coauthor Index
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