Nancy Lopes Garcia | DeepAI

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Featured Co-authors

Alex Rodrigo dos Santos Sousa
7 publications
Victor Freguglia
4 publications
Adriano Zanin Zambom
3 publications
Branislav Vidakovic
1 publication
Seonjin Kim
1 publication

∙ 04/12/2022

Sparse Interaction Neighborhood Selection for Markov Random Fields via Reversible Jump and Pseudoposteriors

We consider the problem of estimating the interacting neighborhood of a ...

0 Victor Freguglia, et al. ∙

∙ 09/13/2021

Wavelet Shrinkage in Nonparametric Regression Models with Positive Noise

Wavelet shrinkage estimators are widely applied in several fields of sci...

0 Alex Rodrigo dos Santos Sousa, et al. ∙

∙ 05/30/2020

Inference tools for Markov Random Fields on lattices: The R package mrf2d

Markov random fields on two-dimensional lattices are behind many image a...

0 Victor Freguglia, et al. ∙

∙ 05/30/2020

mrf2d: Markov random field image models in R

Markov random fields on two-dimensional lattices are behind many image a...

0 Victor Freguglia, et al. ∙

∙ 12/30/2019

Variable Length Markov Chain with Exogenous Covariates

Markov Chains with variable length are useful stochastic models for data...

0 Adriano Zanin Zambom, et al. ∙

∙ 07/15/2019

Bayesian Wavelet Shrinkage with Beta Priors

We present a Bayesian approach for wavelet shrinkage in the context of n...

0 Alex Rodrigo dos Santos Sousa, et al. ∙

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