Domain Knowledge in Machine Learning Models for Sustainability with Stefano Ermon - TWiML Talk #15

The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)

Episode | Podcast

Date: Fri, 17 Mar 2017 18:23:00 -0000

My guest this week is Stefano Ermon, Assistant Professor of Computer Science at Stanford University, and Fellow at Stanford’s Woods Institute for the Environment. Stefano and I met at the Re-Work Deep Learning Summit earlier this year, where he gave a presentation on Machine Learning for Sustainability. Stefano and I spoke about a wide range of topics, including the relationship between fundamental and applied machine learning research, incorporating domain knowledge in machine learning models, dimensionality reduction, and his interest in applying ML & AI to addressing sustainability issues such as poverty, food security and the environment. The show notes can be found at twimlai.com/talk/15.