Bayesian optimization (BO) can help determine the optimal deposition conditions for high-performance passivation films in solar cells. However, simple implementations tend to suggest excessively ...

Stan is a free and open-source C++ program that performs Bayesian inference or optimization for arbitrary user-specified models and can be called from the command line, R, Python, Matlab, or Julia and ...

BoTorch is not the first Bayesian optimization tool. Facebook, however, argues that these existing libraries are difficult to extend and customize — and that they didn’t meet Facebook’s needs.

On the 8th of December 2021, M.Sc. Kari Rantanen will defend his doctoral thesis on Optimization Algorithms for Learning Graphical Model Structures. The thesis a part of research done in the ...

Roger Koenker, Ivan Mizera, Convex Optimization, Shape Constraints, Compound Decisions, and Empirical Bayes Rules, Journal of the American Statistical Association ...