Search Results for author: Alfredo Carrillo

Found 3 papers, 0 papers with code

Individual Explanations in Machine Learning Models: A Survey for Practitioners

no code implementations9 Apr 2021 Alfredo Carrillo, Luis F. Cantú, Alejandro Noriega

In recent years, the use of sophisticated statistical models that influence decisions in domains of high societal relevance is on the rise.

BIG-bench Machine Learning

Bayesian Inference of Recursive Sequences of Group Activities from Tracks

no code implementations24 Apr 2016 Ernesto Brau, Colin Dawson, Alfredo Carrillo, David Sidi, Clayton T. Morrison

We present a probabilistic generative model for inferring a description of coordinated, recursively structured group activities at multiple levels of temporal granularity based on observations of individuals' trajectories.

Bayesian Inference

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