AF-CAVI adaptively updates only relevant parameter blocks in CAVI for multi-trait pQTL mapping, cutting runtime up to 50% on simulated and UK Biobank proteomic data while preserving performance.
Efficiency of Coordinate Descent Methods on Huge-Scale Optimization Prob- lems
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Adaptive Bayesian computation for efficient biobank-scale genomic inference
AF-CAVI adaptively updates only relevant parameter blocks in CAVI for multi-trait pQTL mapping, cutting runtime up to 50% on simulated and UK Biobank proteomic data while preserving performance.