README.rst

References

Summary: This a is non-exhaustive list of references for this component.

Table of Contents

• AutoML (general)
• NAS
• Automated Data Preprocessing

See also Awesome-AutoML-Papers.

AutoML (general)

2019

• Automated Machine Learning: Methods, Systems, Challenges

2020

• Automated Machine Learning - a brief review at the end of the early years

2021

• AutoML: A Survey of the State-of-the-Art
• Automated Machine Learning Techniques for Data Streams

NAS

See NAS.

Automated Data Preprocessing

See Automated Data Preprocessing.