Active Learning
A machine learning technique where the algorithm can interactively query a user or source to obtain labels for new data points, aiming to improve efficiency and accuracy, especially in dynamic environments.
Videos Mentioning Active Learning
Ilya Sutskever: Deep Learning | Lex Fridman Podcast #94
Lex Fridman
A machine learning paradigm where the learning algorithm can interactively query a user or other information source to obtain the desired outputs, allowing models to selectively learn from data.
Jeremy Howard: fast.ai Deep Learning Courses and Research | Lex Fridman Podcast #35
Lex Fridman
A machine learning technique where the algorithm interactively queries a user to label new data points. Jeremy Howard advocates for it as a powerful, under-researched area.
Malware and Machine Learning - Computerphile
Computerphile
A machine learning technique where the algorithm can interactively query a user or source to obtain labels for new data points, aiming to improve efficiency and accuracy, especially in dynamic environments.