74 citations · 174 across the 37 of their papers we have counts for
40 papers
Supervised learning with probabilistic morphisms and kernel mean embeddings
Hông Vân Lê
In this paper I propose a generative model of supervised learning that unifies two approaches to supervised learning, using a concept of a correct loss function. Addressing two mea…
Natural differentiable structures on statistical models and the Fisher metric
Hông Vân Lê
In this paper I discuss the relation between the concept of the Fisher metric and the concept of differentiability of a family of probability measures. I compare the concepts of sm…
CR-twistor spaces over manifolds with - and -structures
Domenico Fiorenza, Hông Vân Lê
In 1984 LeBrun constructed a CR-twistor space over an arbitrary conformal Riemannian 3-manifold and proved that the CR-structure is formally integrable. This twistor construction h…
Unified modelling of epidemics by coupled dynamics via Monte-Carlo Markov Chain algorithms
Frédéric Protin, Martel Jules, Duc Thang Nguyen +9
To forecast the time dynamics of an epidemic, we propose a discrete stochastic model that unifies and generalizes previous approaches to the subject. Viewing a given population of…
Real graded Lie algebras, Galois cohomology, and classification of trivectors in R^9
Mikhail Borovoi, Willem A. de Graaf, Hông Vân Lê
In this paper we classify real trivectors in dimension 9. The corresponding classification over the field C of complex numbers was done by Vinberg and Elashvili in 1978. One of the…
Epidemic Dynamics via Wavelet Theory and Machine Learning, with Applications to Covid-19
Tô Tat Dat, Protin Frédéric, Nguyen T. T. Hang +8
We introduce the concept of epidemic-fitted wavelets which comprise, in particular, as special cases the number of infectious individuals at time in classical SIR models…