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cs.LG2022
EvoVGM: a Deep Variational Generative Model for Evolutionary Parameter Estimation
Amine M. Remita, Abdoulaye Baniré Diallo
Most evolutionary-oriented deep generative models do not explicitly consider the underlying evolutionary dynamics of biological sequences as it is performed within the Bayesian phy…
cs.LG2019★ 7 cited
Statistical Linear Models in Virus Genomic Alignment-free Classification: Application to Hepatitis C Viruses
Amine M. Remita, Abdoulaye Baniré Diallo
Viral sequence classification is an important task in pathogen detection, epidemiological surveys and evolutionary studies. Statistical learning methods are widely used to classify…