Scalable Ultra-High-Dimensional Quantile Regression with Genomic Applications

Hanqing Wu, Jonas Wallin, Iuliana Ionita-Laza

Modern datasets arising from social media, genomics, and biomedical informatics are often heterogeneous and (ultra) high-dimensional, creating substantial challenges for convention…