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Researcher profile

Cassio P. de Campos

2 papers in the PaperMetrix corpus

Publications

Papers by this author

  1. Bayesian Dependence Tests for Continuous, Binary and Mixed Continuous-Binary Variables

    2016 · Entropy

    Tests for dependence of continuous, discrete and mixed continuous-discrete variables are ubiquitous in science. The goal of this paper is to derive Bayesian alternatives to frequentist null hypothesis significance tests for dependence. In particular, we …

  2. Bayesian Independence Test with Mixed-type Variables

    2021

    A fundamental task in AI is to assess (in)dependence between mixed-type variables (text, image, sound). We propose a Bayesian kernelised correlation test of (in)dependence using a Dirichlet process model. The new measure of (in)dependence allows …