Adam
Concept
A popular optimization algorithm that combines the benefits of momentum and RMSprop, often yielding good results with adaptive learning rates.
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Videos Mentioning Adam

Foundations of Deep Learning (Hugo Larochelle, Twitter)
Lex Fridman
A popular optimization algorithm that combines the benefits of momentum and RMSprop, often yielding good results with adaptive learning rates.

Kevin Systrom: Instagram | Lex Fridman Podcast #243
Lex Fridman
An optimization algorithm commonly used in deep learning for training neural networks, mentioned as a 'well-trodden way' in general neural network building.