2 papers
math.OC2021
Universal Conditional Gradient Sliding for Convex Optimization
Yuyuan Ouyang, Trevor Squires
In this paper, we present a first-order projection-free method, namely, the universal conditional gradient sliding (UCGS) method, for solving -approximate solutions to…
math.OC2019
Some Worst-Case Datasets of Deterministic First-Order Methods for Solving Binary Logistic Regression
Yuyuan Ouyang, Trevor Squires
We present in this paper some worst-case datasets of deterministic first-order methods for solving large-scale binary logistic regression problems. Under the assumption that the nu…