Lennart Dabelow

Three Learning Stages and Accuracy-Efficiency Tradeoff of Restricted Boltzmann Machines

2022 · arXiv (Cornell University)

Restricted Boltzmann Machines (RBMs) offer a versatile architecture for unsupervised machine learning that can in principle approximate any target probability distribution with arbitrary accuracy. However, the RBM model is usually not directly accessible due to …