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PERIMETER INSTITUTE RECORDED SEMINAR ARCHIVE

PIRSA:C19011 - PSI 2018/2019 - Machine Learning (Hayward)PODCAST Subscribe to podcast

PSI 2018/2019 - Machine Learning (Hayward)

Organizer(s): Lauren Hayward  

Collection URL: http://pirsa.org/C19011


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PIRSA:19040006  ( MP4 Medium Res , MP3 , PDF ) Which Format?
PSI 2018/2019 - Machine Learning - Lecture 11
Speaker(s): Roger Melko
Abstract:

Generative modelling: Hopfield networks, Boltzmann machines and restricted Boltzmann machines (RBMs)

Date: 08/04/2019 - 9:00 am

PIRSA:19040007  ( MP4 Medium Res , MP3 , PDF ) Which Format?
PSI 2018/2019 - Machine Learning - Lecture 12
Speaker(s): Roger Melko
Abstract:

Restricted Boltzmann machines: training to minimize the Kullback-Liebler divergence

Date: 09/04/2019 - 9:00 am

PIRSA:19040008  ( MP4 Medium Res , MP3 , PDF ) Which Format?
PSI 2018/2019 - Machine Learning - Lecture 13
Speaker(s): Roger Melko
Abstract:

Quantum state reconstruction using restricted Boltzmann machines

Date: 10/04/2019 - 9:00 am

PIRSA:19040009  ( MP4 Medium Res , MP3 , PDF ) Which Format?
PSI 2018/2019 - Machine Learning - Lecture 14
Speaker(s): Michael Albergo
Abstract:

Generative modelling: explicit and tractable likelihood models

Date: 11/04/2019 - 9:00 am

PIRSA:19040010  ( MP4 Medium Res , MP3 , PDF ) Which Format?
PSI 2018/2019 - Machine Learning - Lecture 15
Speaker(s): Michael Albergo
Abstract:

Generative modelling: explicit and approximate likelihood models; implicit likelihood models

Date: 12/04/2019 - 9:00 am

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