Warped Gaussian Process Modelling of Transcriptional Regulation

Ruirui Ji (University of Glasgow)

Friday 25th May, 2012 15:15-15:45 Maths 203


We will discuss how to extend recent work on Gaussian process modelling of transcriptional regulation, which assumes additive Gaussian noise of constant variance, to heteroscedastic noise. The work is based on an explicit noise model for transcriptional profiling and the concept of warped Gaussian processes.

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