21 citations · 28 across the 3 of their papers we have counts for
3 papers
On Closed-Form Expressions for the Fisher-Rao Distance
Henrique K. Miyamoto, Fábio C. C. Meneghetti, Julianna Pinele +1
The Fisher-Rao distance is the geodesic distance between probability distributions in a statistical manifold equipped with the Fisher metric, which is a natural choice of Riemannia…
The Fisher-Rao Loss for Learning under Label Noise
Henrique K. Miyamoto, Fábio C. C. Meneghetti, Sueli I. R. Costa
Choosing a suitable loss function is essential when learning by empirical risk minimisation. In many practical cases, the datasets used for training a classifier may contain incorr…
Information Properties of a Random Variable Decomposition through Lattices
Fábio C. C. Meneghetti, Henrique K. Miyamoto, Sueli I. R. Costa
A full-rank lattice in the Euclidean space is a discrete set formed by all integer linear combinations of a basis. Given a probability distribution on , two operation…