21 citations · 57 across the 5 of their papers we have counts for
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cs.LG2021★ 21 cited
AlphaD3M: Machine Learning Pipeline Synthesis
Iddo Drori, Yamuna Krishnamurthy, Remi Rampin +5
We introduce AlphaD3M, an automatic machine learning (AutoML) system based on meta reinforcement learning using sequence models with self play. AlphaD3M is based on edit operations…
cs.IR2021★ 5 cited
Auctus: A Dataset Search Engine for Data Augmentation
Sonia Castelo, Rémi Rampin, Aécio Santos +3
The large volumes of structured data currently available, from Web tables to open-data portals and enterprise data, open up new opportunities for progress in answering many importa…