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CSDA
2007
172views more  CSDA 2007»
14 years 16 days ago
AMCMC: An R interface for adaptive MCMC
We describe AMCMC, a software package for running adaptive MCMC algorithms on user-supplied density functions. AMCMC provides the user with an R interface, which in turn calls C pr...
Jeffrey S. Rosenthal
ICML
2010
IEEE
14 years 1 months ago
Learning Deep Boltzmann Machines using Adaptive MCMC
When modeling high-dimensional richly structured data, it is often the case that the distribution defined by the Deep Boltzmann Machine (DBM) has a rough energy landscape with man...
Ruslan Salakhutdinov