10 citations · 17 across the 4 of their papers we have counts for
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stat.ML2021
Restricted Boltzmann Machines as Models of Interacting Variables
Nicola Bulso, Yasser Roudi
We study the type of distributions that Restricted Boltzmann Machines (RBMs) with different activation functions can express by investigating the effect of the activation function…
stat.ML2019
On the complexity of logistic regression models
Nicola Bulso, Matteo Marsili, Yasser Roudi
We investigate the complexity of logistic regression models which is defined by counting the number of indistinguishable distributions that the model can represent (Balasubramanian…
stat.ML2016★ 10 cited
Sparse model selection in the highly under-sampled regime
Nicola Bulso, Matteo Marsili, Yasser Roudi
We propose a method for recovering the structure of a sparse undirected graphical model when very few samples are available. The method decides about the presence or absence of bon…