Probabilistic Deep Learning using Random Sum-Product Networks

Robert Peharz, Antonio Vergari, Karl Stelzner +4

The need for consistent treatment of uncertainty has recently triggered increased interest in probabilistic deep learning methods. However, most current approaches have severe limi…