Adaptive Multi-Task Lasso: with Application to eQTL Detection

NeurIPS 2010 Seunghak LeeJun ZhuEric P. Xing

To understand the relationship between genomic variations among population and complex diseases, it is essential to detect eQTLs which are associated with phenotypic effects. However, detecting eQTLs remains a challenge due to complex underlying mechanisms and the very large number of genetic loci involved compared to the number of samples... (read more)

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