Universal conditional gradient sliding for convex optimization
Y Ouyang, T Squires - SIAM Journal on Optimization, 2023 - SIAM
In this paper, we present a first-order projection-free method, namely, the universal
conditional gradient sliding (UCGS) method, for computing-approximate solutions to convex …
conditional gradient sliding (UCGS) method, for computing-approximate solutions to convex …
Improved First-Order Techniques for Certain Classes of Convex Optimization
T Squires - 2022 - tigerprints.clemson.edu
The primary concern of this thesis is to explore efficient first-order methods of computing
approximate solutions to convex optimization problems. In recent years, these methods have …
approximate solutions to convex optimization problems. In recent years, these methods have …