Information Perspective to Probabilistic Modeling: Boltzmann Machines versus Born Machines

We compare and contrast the statistical physics and quantum physics inspired approaches for unsupervised generative modeling of classical data. The two approaches represent probabilities of observed data using energy-based models and quantum states, respectively. Classical and quantum information pa...

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Detalles Bibliográficos
Autores principales: Cheng, Song, Chen, Jing, Wang, Lei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7513111/
https://www.ncbi.nlm.nih.gov/pubmed/33265672
http://dx.doi.org/10.3390/e20080583

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7513111/
https://www.ncbi.nlm.nih.gov/pubmed/33265672
http://dx.doi.org/10.3390/e20080583

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