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.
Save the 3 videos on Active Learning to your own pod.
Sign up free to keep building your knowledge base on Active Learning as more episodes are added.
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.