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Fast, Accurate, and Simple Models for Tabular Data via Augmented Distillation


Jun 25, 2020
Rasool Fakoor, Jonas Mueller, Nick Erickson, Pratik Chaudhari, Alexander J. Smola


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AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data


Mar 13, 2020
Nick Erickson, Jonas Mueller, Alexander Shirkov, Hang Zhang, Pedro Larroy, Mu Li, Alexander Smola


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Dex: Incremental Learning for Complex Environments in Deep Reinforcement Learning


Jun 19, 2017
Nick Erickson, Qi Zhao

* NIPS 2017 submission, 10 pages, 26 figures 

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