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stat.ML2022
A Computational Exploration of Emerging Methods of Variable Importance Estimation
Louis Mozart Kamdem, Ernest Fokoue
Estimating the importance of variables is an essential task in modern machine learning. This help to evaluate the goodness of a feature in a given model. Several techniques for est…
stat.ML2015
A Taxonomy of Big Data for Optimal Predictive Machine Learning and Data Mining
Ernest Fokoue
Big data comes in various ways, types, shapes, forms and sizes. Indeed, almost all areas of science, technology, medicine, public health, economics, business, linguistics and socia…
stat.ML2014
Probit Normal Correlated Topic Models
Xingchen Yu, Ernest Fokoue
The logistic normal distribution has recently been adapted via the transformation of multivariate Gaus- sian variables to model the topical distribution of documents in the presenc…