Machine Learning

Yizhuang’s talk on Machine learning:

(The papers are from G. Hinton and Y. Bengio.)

supervised; unsupervised learning

Object function: Kullback-Leibler divergence

Boltzmann Machine

Restricted BM

Deep BM (renormalization)

Convolution Deep BM (=DBM+CNN)

Branching MERA

Machine learning \overset{ \text{DNN}} {\longleftrightarrow} RG;

ML \overset{\text{?}}{\longleftrightarrow} holography

holography \overset{\text{TNN}}{\longleftrightarrow} RG

Advertisements

Leave a Reply

Fill in your details below or click an icon to log in:

WordPress.com Logo

You are commenting using your WordPress.com account. Log Out / Change )

Twitter picture

You are commenting using your Twitter account. Log Out / Change )

Facebook photo

You are commenting using your Facebook account. Log Out / Change )

Google+ photo

You are commenting using your Google+ account. Log Out / Change )

Connecting to %s