PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

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PASCAL Network

Full NameMassimiliano Pontil
TitleLecturer
SiteUniversity College, London
StatusResearcher
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Research Interests
Computational, Information-Theoretic Learning with Statistics
Learning/Statistics & Optimisation
Theory & Algorithms
Machine Vision
Multimodal Integration
Publications

Number of records: 15.

A DC-Programming Algorithm for Kernel Selection Andreas Argyriou, Raphael Hauser, Charles A. Micchelli and Massimiliano Pontil Conference or Workshop Item (June 2006)
A Spectral Regularization Framework for Multi-Task Structure Learning Andreas Argyriou, Charles A. Micchelli, Massimiliano Pontil and Yiming Ying Conference or Workshop Item (August 2007)
Combining Graph Laplacians for Semi--Supervised Learning Andreas Argyriou, Mark Herbster and Massimiliano Pontil Conference or Workshop Item (17 August 2005)
Convex Multi-Task Feature Learning Andreas Argyriou, Theodoros Evgeniou and Massimiliano Pontil Article (October 2007)
Fast Prediction on a Tree Mark Herbster, Massimiliano Pontil and Sergio Rojas Conference or Workshop Item (21 January 2009)
Learning convex combinations of continuously parameterized basic kernels Andreas Argyriou, Charles A. Micchelli and Massimiliano Pontil Article (June 2005)
Learning the kernel function via regularization Massimiliano Pontil and Charles Micchelli Monograph (September 2004)
Multi-Task Feature Learning Andreas Argyriou, Theodoros Evgeniou and Massimiliano Pontil Conference or Workshop Item Item availablity restricted. (June 2006)
Online Learning over Graphs Mark Herbster, Massimiliano Pontil and Lisa Wainer Conference or Workshop Item (07 August 2005)
Online Learning over Graphs Mark Herbster, Massimiliano Pontil and Lisa Wainer Conference or Workshop Item (08 August 2005)
Online Prediction on Large Diameter Graphs Mark Herbster, Guy Lever and Massimiliano Pontil Conference or Workshop Item (21 January 2009)
Prediction of hot spot residues at protein-protein interfaces by combining machine learning and energy-based methods Stefano Lise, Cedric Archambeau, Massimiliano Pontil and David Jones Article Item not available online. (2009)
Prediction on a Graph with a Perceptron Mark Herbster and Massimiliano Pontil Conference or Workshop Item (05 November 2006)
Regularized Multi--Task Learning Massimiliano Pontil and Theos Evgeniou Conference or Workshop Item (August 2004)
Regularized Multi-task Learning Theodoros Evgeniou and Massimiliano Pontil Conference or Workshop Item Item availablity restricted. (22 August 2004)

This list was generated on Sat Dec 20 07:33:07 GMT 2014.