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math.OC2024★ 1 cited
Riemannian conditional gradient methods for composite optimization problems
Kangming Chen, Ellen H. Fukuda
In this paper, we propose Riemannian conditional gradient methods for minimizing composite functions, i.e., those that can be expressed as the sum of a smooth function and a retrac…
math.OC2024
Adaptive generalized conditional gradient method for multiobjective optimization
Anteneh Getachew Gebrie, Ellen Hidemi Fukuda
In this paper, we propose a generalized conditional gradient method for multiobjective optimization, which can be viewed as an improved extension of the classical Frank-Wolfe (cond…