Abstract: Bayesian inference provides a methodology for parameter estimation and uncertainty quantification in machine learning and deep learning methods. Variational inference and Markov Chain ...

Abstract: Multiple Sequence Alignment (MSA) lines up three or more DNA or protein strings so we can see where they match. Laying those strings in neat, top-to-bottom rows is the backbone of jobs like ...

TWILIGHT adopts the progressive alignment algorithm (Fig. 1c) and employs tiling strategies to band alignments (Fig. 1e). Combined with a divide-and-conquer technique (Fig. 1a), a novel heuristic ...