AutoML methods

Part 1 of ebook "Automated machine learning: Methods, systems, challenges" provides readers with contents including: AutoML methods; hyperparameter optimization; meta-learning; neural architecture search; blackbox hyperparameter optimization; multi-fidelity optimization; open problems and future research directions; performance estimation strategy;...

87p tieulangtran 28-09-2023 6 2   Download

Continued part 1, part 2 of ebook "Automated machine learning: Methods, systems, challenges" provides readers with contents including: AutoML systems; AutoML challenges; automatic model selection and hyperparameter optimization in WEKA; efficient and robust automated machinelearning; a tree-based pipeline optimization toolfor automating machine learning; the automatic statistician;...

136p tieulangtran 28-09-2023 1 1   Download