Universidad Tecnologica de Pereira, Pereira, Colombia,
11 - 14 February 2014
organized by Neil Lawrence, Mauricio Alvarez,
hosted by Mauricio Alvarez,
Tuesday 11 February
8:30 - 9:30 Regression and Probability I, Neil Lawrence, University of Sheffield
9:30 - 10:30 Regression and Probability II, Neil Lawrence, University of Sheffield
10:30 - 11:30 Regression and Probability III, Neil Lawrence, University of Sheffield
14:30 - 17:30 Practical session, Neil Lawrence, University of Sheffield [jupyter notebook]
Wednesday 12 February
8:30 - 9:30 Introduction to Gaussian Processes I, Neil Lawrence, University of Sheffield
8:30 - 9:30 Introduction to Gaussian Processes II, Neil Lawrence, University of Sheffield
8:30 - 9:30 Introduction to Gaussian Processes III, Neil Lawrence, University of Sheffield
14:30 - 17:30 Practical session 2 I, Neil Lawrence, University of Sheffield [jupyter notebook]
14:30 - 17:30 Practical session 2 II, Neil Lawrence, University of Sheffield [jupyter notebook]
14:30 - 17:30 Practical session 2 III, Neil Lawrence, University of Sheffield [jupyter notebook]
Thursday 13 February
08:30 - 09:30 Practical session: Playing with Covariance Functions, Neil Lawrence, University of Sheffield [jupyter notebook]
09:45 - 11:00 Multi-output GPs, Neil Lawrence, University of Sheffield
11:15 - 12:30 Practical session: Multioutput GPs, Predicting Olympic Data, Neil Lawrence, University of Sheffield [jupyter notebook]
14:30 - 15:45 Low Rank GPs, Neil Lawrence, University of Sheffield
15:45 - 16:30 Practical session, Neil Lawrence, University of Sheffield [jupyter notebook]
16:30 - 17:30 Non Gaussian Likelihoods, Neil Lawrence, University of Sheffield
Friday 14 February
8:30 - 9:30 Practical session: Non Gaussian Likelihoods, Neil Lawrence, University of Sheffield [jupyter notebook]
9:30 - 10:15 Latent Variable Models, Neil Lawrence, University of Sheffield
10:30 - 11:30 Latent Force Models, Neil Lawrence, University of Sheffield
14:30 - 15:00 Non Linear Latent Variable Models, Neil Lawrence, University of Sheffield
15:00 - 16:00 Practical session, Neil Lawrence, University of Sheffield [jupyter notebook]
16:00 - 17:10 Deep Gaussian Processes, Neil Lawrence, University of Sheffield
17:10 - 17:30 Deep Gaussian Processes, Neil Lawrence, University of Sheffield