240 citations · 441 across the 6 of their papers we have counts for
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stat.ME2021★ 78 cited
Cooperative learning for multiview analysis
Daisy Yi Ding, Shuangning Li, Balasubramanian Narasimhan +1
We propose a new method for supervised learning with multiple sets of features ("views"). The multiview problem is especially important in biology and medicine, where "-omics" data…
stat.CO2021★ 6 cited
Elastic Net Regularization Paths for All Generalized Linear Models
J. Kenneth Tay, Balasubramanian Narasimhan, Trevor Hastie
The lasso and elastic net are popular regularized regression models for supervised learning. Friedman, Hastie, and Tibshirani (2010) introduced a computationally efficient algorith…