1 citations · 1 across the 2 of their papers we have counts for
2 papers
stat.ML2023★ 1 cited
On the Convergence of CART under Sufficient Impurity Decrease Condition
Rahul Mazumder, Haoyue Wang
The decision tree is a flexible machine learning model that finds its success in numerous applications. It is usually fitted in a recursively greedy manner using CART. In this pape…
math.OC2023
A Cyclic Coordinate Descent Method for Convex Optimization on Polytopes
Rahul Mazumder, Haoyue Wang
Coordinate descent algorithms are popular for huge-scale optimization problems due to their low cost per-iteration. Coordinate descent methods apply to problems where the constrain…