Chris Williams
homepage:http://www.dai.ed.ac.uk/homes/ckiw/
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Description

Professor Chris Williams is Professor of Machine Learning, School of Informatics, University of Edinburgh.  His research interests cover a wide range of theoretical and practical issues in machine learning, statistical pattern recognition, probabilistic graphical models and computer vision. This includes theoretical foundations, the development of new models and algorithms, and applications.  


Lectures:

votesvotesvotesvotesvotes [syn]  71552 views, 42:39  
tutorial
flag A Tutorial Introduction to Stochastic Differential Equations: Continuous-time Gaussian Markov Processes
as author at  NIPS Workshop on Dynamical Systems, Stochastic Processes and Bayesian Inference, Whistler 2006,
71552 views
 
[syn]  7575 views, 12:16  
lecture
flag Visual Categorization with Bags of Keypoints
as author at  Workshop on Pattern Recognition and Machine Learning in Computer Vision, Grenoble 2004,
7575 views
[syn]  6256 views, 1:06:35  
lecture
flag Multi-task Learning with Gaussian Processes
as author at  Bayesian Research Kitchen Workshop (BARK), Grasmere 2008,
6256 views
 
[syn]  5063 views, 56:09   Invited Talk
 invited talk
flag Multi-Task Learning with Gaussian Processes with Applications to Robot Inverse Dynamics
as author at  Learning from Multiple Sources,
5063 views
[syn]  5482 views, 1:30:53  
lecture
flag Factorial Switching Kalman Filters for Condition Monitoring in Neonatal Intensive Care
as author at  EPSRC Winter School in Mathematics for Data Modelling, Sheffield 2008,
5482 views
 
[syn]  5383 views, 1:00:36  
lecture
flag Eigenfunctions & Approximation Methods
as author at  Gaussian Processes in Practice Workshop, Bletchley Park 2006,
5383 views
[syn]  4609 views, 1:04:39  
lecture
flag Learning Sprites
as author at  Workshop on Pattern Recognition and Machine Learning in Computer Vision, Grenoble 2004,
4609 views
 
[syn]  4215 views, 34:45  
lecture
flag Visual object recognition
as author at  Pascal Symposium meeting, Bled 2008,
4215 views