Inferring the concentration of transcription factors' proteins from the expression levels of target genes is a very active area of research in computational biology. Usually, the... Watch Video
One of the most fundamental challenges in the analysis of 'omics data sets is clustering the relevant quantities (gene transcripts, protein levels, etc.) into distinct groups. One... Watch Video
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This presentation is an introduction to semi-supervised learning.... Watch Video
Markov jump processes (MJPs) underpin our understanding of many important systems in science and technology. They provide a rigorous probabilistic framework to model the joint dynamics... Watch Video
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