AutoML

Quick Definition

Automation of the machine learning pipeline

Automating the end-to-end ML pipeline including preprocessing, feature engineering, and model selection.

automated model selection, hyperparameter tuning

machine-learning hyperparameter-tuning

Creating smaller models that replicate larger model behavior

Hypothetical AI surpassing all human cognitive abilities

AI that provides understandable explanations for decisions

Ensuring AI systems act in accordance with human values

Study of moral implications in AI development

Training models to predict human preferences for RLHF