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Bayesian Optimisation Reading Group

War-BORG - The Warwick Bayesian-Optimisation Reading Group is an academic research study group based at the University of Warwick, UK. The research group consists of PhD students and professors with Mathematics, Statistics and Computer Science backgrounds, including members of the Complexity Science Dept., Warwick Business School and Mathematics Institute.

Previous Reading Groups:

03/06/2020

Laura Guzman presented her work on ...

27/05/2020

Juan Ungredda presented his recent work on BICO, an algorithm recently submitted for publication that balances the improvement of objective value prediction with improvement of input uncertainty in order to allocate search budget accordingly.

20/05/2020

Hoai Phuong Le presented recent work on Bayesian Optimisation for finding the robust solution of a black-box function. The algorithm uses a variant of the well-known Knowledge Gradient as the acquisition function.

13/05/2020

Michael Pearce presented his recent work on ConBO, an algorithm recently submitted for publication that combines 2 methods of computing well-known Knowledge Gradient: by discretisation and by simulation.

06/05/2020

Sebastian Gonzalez presented his work on multiobjective Bayesian Optimisation.

22/04/2020

Yuri Marca presented a paper ...

15/04/2020

Hoai Phuong Le presented some papers about Entropy Search, another well-known acquisition function for Bayesian Optimisation.

--- Reading Group continued online ---

for previous Topics click here

Recent Research:

2020 : Kent, Branke - BOP-Elites, a Bayesian Optimisation algorithm for Quality-Diversity search. LINK

2018 : Pearce,Branke - Continuous multi-task Bayesian Optimisation with correlation. LINK

Contact and code:

This page is maintained by members of the group, primarily Paul Kent. Feel free to contact.

Much of the code and papers from recent talks can be found here (contact Danielle for access):

https://github.com/dmvarjosalmi/BayesianOptimisation

Wednesdays, 10:30am

via Microsoft Teams

Please contact one of the below members for access.

Active Members:

Prof. Juergen Branke

Juan Ungredda (PhD Student)

Michael Pearce (PhD Student)

Danielle Varjosalmi (PhD Student)

Hoai Phuong Le (PhD Student)

Paul Kent (PhD Student)