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