Scalable Dual Coordinate Descent for Kernel Methods

Zishan Shao, Aditya Devarakonda

Dual Coordinate Descent (DCD) and Block Dual Coordinate Descent (BDCD) are important iterative methods for solving convex optimization problems. In this work, we develop scalable D…