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IDK Cascades: Fast Deep Learning by Learning not to Overthink


Jun 27, 2018
Xin Wang, Yujia Luo, Daniel Crankshaw, Alexey Tumanov, Fisher Yu, Joseph E. Gonzalez

* UAI 2018 camera ready 

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Composing Meta-Policies for Autonomous Driving Using Hierarchical Deep Reinforcement Learning


Nov 04, 2017
Richard Liaw, Sanjay Krishnan, Animesh Garg, Daniel Crankshaw, Joseph E. Gonzalez, Ken Goldberg

* 8 pages, 11 figures 

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Clipper: A Low-Latency Online Prediction Serving System


Feb 28, 2017
Daniel Crankshaw, Xin Wang, Giulio Zhou, Michael J. Franklin, Joseph E. Gonzalez, Ion Stoica


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