Keynote Talk
in
Workshop: 6th ICML Workshop on Automated Machine Learning (AutoML 2019)

Keynote by Jeff Dean: An Overview of Google's Work on AutoML and Future Directions

Jeff Dean

2019 Keynote Talk
in
Workshop: 6th ICML Workshop on Automated Machine Learning (AutoML 2019)

[ Video]

Abstract

In this talk I'll survey work by Google researchers over the past several years on the topic of AutoML, or learning-to-learn. The talk will touch on basic approaches, some successful applications of AutoML to a variety of domains, and sketch out some directions for future AutoML systems that can leverage massively multi-task learning systems for automatically solving new problems.

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