2 papers
math.OC2026
Convergence of cyclic steepest descent for quadratics with two distinct eigenvalues
Yu Li, Qihang Wang
The cyclic steepest descent method computes the exact steepest descent stepsize at the start of each cycle and reuses it for a fixed number of iterations. We study this met…
cs.LG2025
Beyond Uniform Deletion: A Data Value-Weighted Framework for Certified Machine Unlearning
Lisong He, Yi Yang, Xiangyu Chang
As the right to be forgotten becomes legislated worldwide, machine unlearning mechanisms have emerged to efficiently update models for data deletion and enhance user privacy protec…