Search Results - "conditional gradient algorithm"

A Nonsmooth Frank–Wolfe Algorithm Through a Dual Cutting-Plane Approach by Mazanti, Guilherme, Moquet, Thibault, Pfeiffer, Laurent

“…An extension of the Frank–Wolfe Algorithm (FWA), also known as Conditional Gradient algorithm, is proposed. In its standard form, the FWA allows to solve…”
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Primal and dual predicted decrease approximation methods by Beck, Amir, Pauwels, Edouard, Sabach, Shoham

“…We introduce the notion of predicted decrease approximation (PDA) for constrained convex optimization, a flexible framework which includes as special cases…”
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Convergence of a conditional gradient algorithm for relaxed controls involving first boundary value problems of parabolic type by Teo, K. L.

“…In this paper, we consider a class of optimal control problems involving linear first boundary value problems of parabolic type. A conditional gradient method…”
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Conditional Gradient Algorithms for Rank-One Matrix Approximations with a Sparsity Constraint by Luss, Ronny, Teboulle, Marc

“…The sparsity constrained rank-one matrix approximation problem is a difficult mathematical optimization problem which arises in a wide array of useful…”
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Quadratic programming by Turlach, Berwin A., Wright, Stephen J.

“…Optimization problems in which a quadratic objective function is optimized subject to linear constraints on the parameters are known as quadratic programming…”
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