Automl23 Smac3 A Versatile Bayesian Optimization Package For Hyperparameter Optimization

Summary

Authors: Marius Lindauer, Katharina Eggensperger, Matthias Feurer, André Biedenkapp, Difan Deng, Carolin Benjamins, Tim ... CPSC 330: Applied Machine Learning at the University of British Columbia, as taught in Sep-Dec 2020. For course materials, see ... by Carolin Benjamins at the AutoML Summer School 2024. Authors: Alina Selega, Kieran R. Campbell 2023.automl.cc/program/accepted_papers/ In this video, we cover the problem of finding the best algorithm and Modern deep learning model performance is very dependent on the choice of model SMAC stands for Sequential Model Based Algorithm Configuration. SMAC helps to define the proper hyper-parameters in an ... Authors: Herilalaina Rakotoarison, Steven Adriaensen, Neeratyoy Mallik, Samir Garibov, Edward Bergman, Frank Hutter ... In this video, we will cover key Speaker: Carolin Benjamins, Alexander Tornede.