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math.OC2021
Federated Expectation Maximization with heterogeneity mitigation and variance reduction
Aymeric Dieuleveut, Gersende Fort, Eric Moulines +1
The Expectation Maximization (EM) algorithm is the default algorithm for inference in latent variable models. As in any other field of machine learning, applications of latent vari…
stat.AP2021
Technical report: Impact of evaluation metrics and sampling on the comparison of machine learning methods for biodiversity indicators prediction
Geneviève Robin, Cathia Le Hasif
Machine learning (ML) approaches are used more and more widely in biodiversity monitoring. In particular, an important application is the problem of predicting biodiversity indicat…