Automated data science for relational data

HT Lam, B Buesser, H Min, TN Minh… - 2021 IEEE 37th …, 2021 - ieeexplore.ieee.org
Feature engineering is a crucial but tedious task that requires up to 80% of the total time in
data science projects. A significant challenge is when data consists of tables from different …

Multimodal AutoML on Tables with Text Fields

X Shi, J Mueller, N Erickson, M Li, A Smola - openreview.net
We consider the design of automated supervised learning systems for data tables that not
only contain numeric/categorical columns, but text fields as well. Here we assemble 15 …