Search Results for author: Zakria Hussain

Found 3 papers, 0 papers with code

PinView: Implicit Feedback in Content-Based Image Retrieval

no code implementations2 Oct 2014 Zakria Hussain, Arto Klami, Jussi Kujala, Alex P. Leung, Kitsuchart Pasupa, Peter Auer, Samuel Kaski, Jorma Laaksonen, John Shawe-Taylor

It then retrieves images with a specialized online learning algorithm that balances the tradeoff between exploring new images and exploiting the already inferred interests of the user.

Content-Based Image Retrieval Retrieval

A Note on Improved Loss Bounds for Multiple Kernel Learning

no code implementations30 Jun 2011 Zakria Hussain, John Shawe-Taylor, Mario Marchand

In this paper, we correct an upper bound, presented in~\cite{hs-11}, on the generalisation error of classifiers learned through multiple kernel learning.

Theory of matching pursuit

no code implementations NeurIPS 2008 Zakria Hussain, John S. Shawe-Taylor

We analyse matching pursuit for kernel principal components analysis by proving that the sparse subspace it produces is a sample compression scheme.

Cannot find the paper you are looking for? You can Submit a new open access paper.