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Erin LeDell

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affiliation: H2O.ai, USA
affiliation (former): University of California, Berkeley, CA, USA

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2020 – today

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2022
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Pieter Gijsbers, Marcos L. P. Bueno, Stefan Coors, Erin LeDell, Sébastien Poirier, Janek Thomas, Bernd Bischl, Joaquin Vanschoren:
AMLB: an AutoML Benchmark. CoRR abs/2207.12560 (2022)

2010 – 2019

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2019
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Pieter Gijsbers, Erin LeDell, Janek Thomas, Sébastien Poirier, Bernd Bischl, Joaquin Vanschoren:
An Open Source AutoML Benchmark. CoRR abs/1907.00909 (2019)
2016
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Stephanie Sapp, Erin LeDell:
Divide and Recombine: Subsemble, Exploiting the Power of Cross-Validation. Handbook of Big Data 2016: 323-338
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Erin LeDell:
Scalable Super Learning. Handbook of Big Data 2016: 339-357
2015
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Erin LeDell:
Scalable Ensemble Learning and Computationally Efficient Variance Estimation. University of California, Berkeley, USA, 2015

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