3 citations · 6 across the 3 of their papers we have counts for
Showing 2019Show all
2 papers · 1 filter
stat.AP2019★ 1 cited
Prescriptive Cluster-Dependent Support Vector Machines with an Application to Reducing Hospital Readmissions
Taiyao Wang, Ioannis Ch. Paschalidis
We augment linear Support Vector Machine (SVM) classifiers by adding three important features: (i) we introduce a regularization constraint to induce a sparse classifier; (ii) we d…
stat.ML2019★ 3 cited
Convergence of Parameter Estimates for Regularized Mixed Linear Regression Models
Taiyao Wang, Ioannis Ch. Paschalidis
We consider {\em Mixed Linear Regression (MLR)}, where training data have been generated from a mixture of distinct linear models (or clusters) and we seek to identify the correspo…