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Deep Learning: Regularization - Part 2
Автор: Andreas Maier
Загружено: 2020-05-09
Просмотров: 537
Описание:
Deep Learning - Regularization Part 2
This video discusses classical regularization techniques such as early stopping using a validation set, augmentation, and maximum a-posteriori methods that expand the loss function using a regularization term.
Full Transcript
https://towardsdatascience.com/regula...
Video References:
Lex Fridman's Channel
/ @lexfridman
Further Reading:
A gentle Introduction to Deep Learning
https://www.sciencedirect.com/science...
Further Free Deep Learning Ressources (including programming exercises)
https://lme.tf.fau.de/teaching/free-d...
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