N
Nello Cristianini
Researcher at University of Bristol
Publications - 187
Citations - 48616
Nello Cristianini is an academic researcher from University of Bristol. The author has contributed to research in topics: Kernel method & Support vector machine. The author has an hindex of 51, co-authored 183 publications receiving 46640 citations. Previous affiliations of Nello Cristianini include Royal Holloway, University of London & University of California, Davis.
Papers
More filters
Book ChapterDOI
Efficiently Learning the Metric with Side-Information
TL;DR: An alternative solution for dealing with the problem of incorporating side-information is presented, based on LDA, and is solved by the efficient eigenproblem, and can be extended to deal with more general types of side- information.
Proceedings ArticleDOI
Refining causality: who copied from whom?
TL;DR: A method to identify how a piece of text evolves as it moves through an underlying network and how substring information can be used to narrow down where in the evolutionary process a particular observation at a node lies is developed.
Robust Bounds on Generalization from the Margin Distribution
TL;DR: It is shown that a slight generalization of their construction can be used to give a pac style bound on the tail of the distribution of the generalization errors that arise from a given sample size.
Proceedings Article
Large Margin Trees for Induction and Transduction
TL;DR: Experimental results are given which demonstrate that considerable advantage can be derived from using the margin information, which is applied to the problem of transduction, where the positions of the testing points are revealed to the training algorithm.