Scalable Parallel Computing Lab, SPCL @ ETH Zurich
Democratizing Deep Learning with DeepHyper
Explore DeepHyper: Automate DNN design for scientific data using scalable neural architecture and hyperparameter search. Learn to generate DNN ensembles for uncertainty estimation in various applications.
YouTube1 hour 1 minuteSelf-pacedFree video
Center for Language & Speech Processing(CLSP), JHU
AutoML for Natural Language Processing - EACL 2013 Tutorial
Explore AutoML techniques for NLP, covering hyperparameter optimization and neural architecture search to improve model-building rigor and efficiency.
YouTube2 hours 44 minutesSelf-pacedFree video