Automated Machine Learning¶
Hutter, F., Kotthoff, L., & Vanschoren, J. (2019). Automated Machine Learning: Methods, Systems, Challenges. Springer.
Cited by¶
1 citation across 1 artifact.
Each citation links to the sentence it supports in the citing article.
Primes¶
- Higher Order Function
- In machine learning, a learning algorithm maps datasets to models, and meta-learning and hyperparameter optimisation are higher-order functions that take learning algorithms as input.
This sourceTreats hyperparameter optimization and meta-learning as higher-order procedures that take learning algorithms as input and return tuned ones.
- In machine learning, a learning algorithm maps datasets to models, and meta-learning and hyperparameter optimisation are higher-order functions that take learning algorithms as input.
Verification¶
Does it exist? Confirmed. This work's DOI resolves to a registered record, which fixes its identity. That is all it fixes.
Does it back the claim? Not recorded. The single citation of this work carries no recorded support check.
Support is checked per citation rather than per work — the same source can be cited soundly in one article and wrongly in another. Per-citation recording began recently, so a citation with no recorded check is a gap in the record rather than evidence it went unchecked.
See how references were verified.
Registry ID ref:085fb615d605 · see in the full table