Can I read Bayesian Optimization and Data Science on EtoBox?

Bayesian Optimization and Data Science by Francesco Archetti, Antonio Candelieri is a nonfiction available to read on EtoBox.

What is Bayesian Optimization and Data Science about?

This volume brings together the main results in the field of Bayesian Optimization (BO), focusing on the last ten years and showing how, on the basic framework, new methods have been specialized to solve emerging problems from machine learning, artificial intelligence, and system optimization. It also analyzes the software resources available for BO and a few selected application areas. Some areas for which new results are shown include constrained optimization, safe optimization, and applied mathematics, specifically BO's use in solving difficult nonlinear mixed integer problems.  The book will help bring readers to a full understanding of the basic Bayesian Optimization framework and gain an appreciation of its potential for emerging application areas. It will be of particular interest to the data science, computer science, optimization, and engineering communities.

Who reads Bayesian Optimization and Data Science?

Author

Francesco Archetti, Antonio Candelieri

Publisher

Springer International Publishing : Imprint : Springer

Published

2019

Language

EN

ISBN

9783030244934

Category

nonfiction

Subjects

Mathematics, Business, Science