321 citations · 350 across the 3 of their papers we have counts for
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stat.ML2018★ 3 cited
High Dimensional Data Enrichment: Interpretable, Fast, and Data-Efficient
Amir Asiaee, Samet Oymak, Kevin R. Coombes +1
We consider the problem of multi-task learning in the high dimensional setting. In particular, we introduce an estimator and investigate its statistical and computational propertie…
q-bio.GN2018
IntLIM: Integration using Linear Models of metabolomics and gene expression data
Jalal K. Siddiqui, Elizabeth Baskin, Mingrui Liu +6
Integration of transcriptomic and metabolomic data improves functional interpretation of disease-related metabolomic phenotypes, and facilitates discovery of putative metabolite bi…