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Erin Ledell

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titleconferencedate
Scalable Automatic Machine Learning with H2OData Science Conference 5.02019-11-19
H2O AutoML runs distributed, Java‑based algorithms via Python/R/Scala, performs automatic target encoding for high‑cardinality categoricals (example: ~40,000…
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Scalable Automatic Machine Learning with H2OsatRday Los Angeles 20192019-04-06
H2O AutoML runs a distributed Java cluster accessed from R/Python to train many models in parallel using random grid search over GBMs, XGBoost, GLMs, random…
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Multi-algorithm Ensemble Learning at Scale: Software...MLconf 2016 Seattle2016-05-20
Scalable stacking implementation called H2O Ensemble combines deep nets, GBMs, random forests and others into a metalearner and runs distributed across…
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