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cs.LG2022★ 7 cited
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…
cs.IT2022
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…