John Shawe-Taylor
organization:Centre for Computational Statistics and Machine Learning, University College London, http://web4.cs.ucl.ac.uk/research/csml/
homepage:http://www.cs.ucl.ac.uk/staff/j.shawe-taylor/
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Description

John S Shawe-Taylor is a professor at University College London (UK) where he is Director of the Centre for Computational Statistics and Machine Learning (CSML). His main research area is Statistical Learning Theory, but his contributions range from Neural Networks, to Machine Learning, to Graph Theory.

John Shawe-Taylor obtained a PhD in Mathematics at Royal Holloway, University of London in 1986. He subsequently completed an MSc in the Foundations of Advanced Information Technology at Imperial College. He was promoted to Professor of Computing Science in 1996. He has published over 150 research papers. He moved to the University of Southampton in 2003 to lead the ISIS research group. He has been appointed the Director of the Centre for Computational Statistics and Machine Learning at University College, London from July 2006. He has coordinated a number of European wide projects investigating the theory and practice of Machine Learning, including the NeuroCOLT projects. He is currently the scientific coordinator of a Framework VI Network of Excellence in Pattern Analysis, Statistical Modelling and Computational Learning (PASCAL) involving 57 partners.


Lectures:

lecture
Statistical Learning Theory

as author at  Machine Learning Summer School 2004 - Berder Island,
7958 views
  tutorial
Kernel Methods and Support Vector Machines

as author at  Machine Learning Summer School on Theory and Practice of Computational Learning,
437 views
tutorial
Learning Theory

as author at  Machine Learning Summer School 2009 - Cambridge,
216 views
  lecture
Kernel Methods in Statistical Learning

as author at  SMART Tutorial Workshop 2007 - Grenoble,
1386 views
lecture
Support Vector and Kernel Methods

as author at  ACAI - 05,
1054 views
  event
Dynamical Systems, Stochastic Processes and Bayesian Inference

as organizer at  Dynamical Systems, Stochastic Processes and Bayesian Inference,
together with: Cedric Archambeau (organizer), Manfred Opper (organizer),
0 views
lecture
Statistical Significance and Stability Analysis for Patterns

as author at  The Analysis of Patterns,
69 views
  lecture
PAC-Bayes Analysis of Classification

as author at  The Analysis of Patterns,
482 views
lecture
Kernel Learning for Novelty Detection

as author at  NIPS ´08 Workshop: Kernel Learning - Automatic Selection of Optimal Kernels,
211 views
  opening
Opening and Awards Ceremony

as chairman at  European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD),
together with: Wray Buntine (chairman), Marko Grobelnik (chairman), Dunja Mladenić (chairman),
65 views
lecture
PAC-Bayes Analysis: Background and Applications

as author at  Machine Learning Summer School on Theory and Practice of Computational Learning,
100 views
  lecture
Graph complexity for structure and learning

as author at  Pascal Workshop on Graph Theory and Machine Learning,
366 views
lecture
Theory of Matching Pursuit in Kernel Defined Feature Spaces

as author at  NIPS ´08 Workshop: New Challenges in Theoretical Machine Learning: Learning with Data-dependent Concept Spaces,
119 views
  tutorial
Statistical Aspects of Pattern Analysis

as author at  The Analysis of Patterns,
240 views
lecture
Adaptive Modelling via Pattern Analysis and the Kernel Methods approach

as author at  Spring School in Complexity Science,
110 views
  lecture
Exploration versus Exploitation

as author at  PASCAL Second Challenges Workshop 2006 - Venice,
87 views
lecture
Targeted PDF Learning

as author at  Open House on Multi-Task and Complex Outputs Learning 2006 - London,
80 views
  lecture
Simple UCB for parallel tracking

as author at  PASCAL Second Challenges Workshop 2006 - Venice,
76 views
lecture
Operational overview and historical background, scientific programme

as author at  Pascal Symposium meeting,
together with: Steve Gunn,
52 views
  lecture
Challenge results: PASCAL Exploration Vs Exploitation challenge results for phase II

as author at  On-line Trading of Exploration and Exploitation 2006 - Whistler,
63 views
panel
Panel

as coauthor at  Pascal Symposium meeting,
together with: Gunnar Rätsch (coauthor), Colin de la Higuera (moderator), Marko Grobelnik (coauthor), José Balcázar (coauthor), Nello Cristianini (coauthor),
30 views
  lecture
locked Sparsity in machine learning: approaches and analyses

as author at  SCHW03 Future Directions in High-Dimensional Data Analysis: New Methodologies: New Data Types and New Applications,
0 views