Organized Workshops and summer schools

Gaussian Process Summer School, Sheffield, UK, 3-6 September 2018 (with Mauricio Alvarez Neil Lawrence, Rich Wilkinson, Jeremy Oakley and MLSitran).

NIPS workshop in Bayesian optimization, Long beach, California, US, 10 December 2017 (with Jose Miguel Hernandez Lobato and Ruben Martinez Cantin).

Gaussian Process Summer School, Sheffield, UK, 12-14 September 2017 (with Mauricio Alvarez Neil Lawrence, Rich Wilkinson, Jeremy Oakley and MLSitran).

Gaussian Process and Bayesian optimization Masterclass, Lancaster, UK, 6-7 February 2016 (with Neil Lawrence).

NIPS workshop in Bayesian optimization, Barcelona, Spain, 10 December 2016 (with Roberto Calandra, Frank Hutter, Bobak Shahriari and Ryan Adams).

Gaussian Process Summer School, Sheffield, UK, 12-14 September 2016 (with Neil Lawrence, Rich Wilkinson, Jeremy Oakley and MLSitran).

Workshop on Uncertainty Quantification, Sheffield, UK, 5 September 2017 (with Neil Lawrence, Rich Wilkinson, Jeremy Oakley and MLSitran).

Course in Bayesian Optimization, Pereira, Colombia, 27-130 October 2015 (with Mauricio Alvarez).

Gaussian Process Summer School, Sheffield, UK, 14-16 September 2015 (with Neil Lawrence and MLSitran).

Workshop on Gaussian Processes for Global Optimization, Sheffield, UK, 17 September 2015 (with Neil Lawrence and MLSitran).

Course in Bayesian Optimization

Course in Bayesian Optimization delivered on October 27-30 at the University of Pereira Colombia (invited by Mauricio Alvarez). The material of the course is a mix of the slides and labs written by Neil Lawrence and the the Machine Learning group (first day) plus my point of view on different topics in Bayesian Optimization (days 2 and 3).

--- Lectures ---

Lecture 1: Uncertainty and Gaussian Processes

Lecture 2: Bayesian Optimization

Lecture 3: Advanced topics in Bayesian Optimization

--- Labs ----

Lab 1: Introduction to GPy [Jupyter Notebook].

Lab 2: Introduction to GPyOpt [Jupyter Notebook].

Lab 3: Advanced GPyOpt [Jupyter Notebook].