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cs.LG2021
The Randomness of Input Data Spaces is an A Priori Predictor for Generalization
Martin Briesch, Dominik Sobania, Franz Rothlauf
Over-parameterized models can perfectly learn various types of data distributions, however, generalization error is usually lower for real data in comparison to artificial data. Th…
cs.LG2015
Training a Restricted Boltzmann Machine for Classification by Labeling Model Samples
Malte Probst, Franz Rothlauf
We propose an alternative method for training a classification model. Using the MNIST set of handwritten digits and Restricted Boltzmann Machines, it is possible to reach a classif…