most citedLagrangian and Hamiltonian Mechanics for Probabilities on the Statistical Manifold

10 citations

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2 papers

math.ST2020★ 10 cited

Lagrangian and Hamiltonian Mechanics for Probabilities on the Statistical Manifold

Goffredo Chirco, Luigi Malagò, Giovanni Pistone

We provide an Information-Geometric formulation of Classical Mechanics on the Riemannian manifold of probability distributions, which is an affine manifold endowed with a dually-fl…

cs.LG2020

Natural Reweighted Wake-Sleep

Csongor Várady, Riccardo Volpi, Luigi Malagò +1

Helmholtz Machines (HMs) are a class of generative models composed of two Sigmoid Belief Networks (SBNs), acting respectively as an encoder and a decoder. These models are commonly…