[Paper Review] Dropout as a Bayesian Approximation : Representing Model Uncertainty in Deep Learning

Описание к видео [Paper Review] Dropout as a Bayesian Approximation : Representing Model Uncertainty in Deep Learning

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발표논문 : Dropout as a Bayesian Approximation : Representing Model Uncertainty in Deep Learning

Reference :
paper
https://arxiv.org/abs/1506.02142
https://arxiv.org/pdf/1312.6114.pdf (VAE)

appendix
https://arxiv.org/abs/1506.02157

thesis
https://mlg.eng.cam.ac.uk/yarin/thesi...

other review
https://signing.tistory.com/89
   • [딥러닝논문리뷰] Uncertainty in Deep Learnin...  
   • PR-039: Dropout as a Bayesian approxi...  

etc
https://jmlr.org/papers/volume15/sriv...
https://ko.wikipedia.org/wiki/몬테카를로_방법
https://arxiv.org/pdf/1505.05424.pdf

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