28 citations · 105 across the 12 of their papers we have counts for
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cs.AI2019★ 5 cited
How can AI Automate End-to-End Data Science?
Charu Aggarwal, Djallel Bouneffouf, Horst Samulowitz +9
Data science is labor-intensive and human experts are scarce but heavily involved in every aspect of it. This makes data science time consuming and restricted to experts with the r…
cs.LG2019★ 2 cited
Automating Predictive Modeling Process using Reinforcement Learning
Udayan Khurana, Horst Samulowitz
Building a good predictive model requires an array of activities such as data imputation, feature transformations, estimator selection, hyper-parameter search and ensemble construc…