VolcanoML: Speeding up End-to-End AutoML via Scalable Search Space Decomposition

Yang Li, Yu Shen, Wentao Zhang, Jiawei Jiang, Yaliang Li, Bolin Ding, Jingren Zhou, Zhi Yang, Wentao Wu 0001, Ce Zhang 0001, Bin Cui 0001. VolcanoML: Speeding up End-to-End AutoML via Scalable Search Space Decomposition. PVLDB, 14(11):2167-2176, 2021. [doi]

Abstract

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