Podcasts Technology The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence) Automated ML for RNA Design with Danny Stoll - TWIML Talk #288

Automated ML for RNA Design with Danny Stoll - TWIML Talk #288

Published: Aug. 5, 2019, 5:31 p.m.

b'Today we\\u2019re joined by Danny Stoll, Research Assistant at the University of Freiburg. Danny\\u2019s current research can be encapsulated in his latest paper, \\u2018Learning to Design RNA\\u2019. In this episode, Danny explains the design process through reverse engineering and how his team\\u2019s deep learning algorithm is applied to train and design sequences. We discuss transfer learning, multitask learning, ablation studies, hyperparameter optimization and the difference between chemical and statistical based approac'