P4ML: A Phased Performance-Based Pipeline Planner for Automated Machine Learning

Yolanda Gil, Ke-Thia Yao, Varun Ratnakar, Daniel Garijo, Greg Ver Steeg, Pedro Szekely, Rob Brekelmans, Mayank Kejriwal, Fanghao Luo, I-Hui Huang
January 2018
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Type
Conference paper
Publication
Proceedings of Machine Learning Research, ICML 2018 AutoML Workshop
Yolanda Gil
Yolanda Gil
Senior Director for Major Strategic AI and Data Science Initiatives

I have broad research interests in AI and data science. As Principal Scientist I lead the Interactive Knowledge Capture research group, which is part of AI@ISI.

Daniel Garijo
Daniel Garijo
Collaborator