HY-POP: Hyperparameter optimization of machine learning models through parametric programming Academic Article

authors

• Pistikopoulos, Stratos

published proceedings

• COMPUTERS & CHEMICAL ENGINEERING

author list (cited authors)

• Tso, W. W., Burnak, B., & Pistikopoulos, E. N.

citation count

• 16

complete list of authors

• Tso, William W||Burnak, Baris||Pistikopoulos, Efstratios N

publication date

• August 2020

publisher

• Elsevier  Publisher

published in

• Computers and Chemical Engineering  Journal

keywords

• Bilevel Optimization
• Hyperparameter Optimization
• Machine Learning
• Model Selection
• Parametric Programming
• Regularization

Digital Object Identifier (DOI)

• 10.1016/j.compchemeng.2020.106902

start page

• 106902

end page

• 106902

volume

• 139

URL

• http://dx.doi.org/10.1016/j.compchemeng.2020.106902