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01/25/2021
Complexity of Linear Minimization and Projection on Some Sets
The Frank-Wolfe algorithm is a method for constrained optimization that ...
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09/29/2020
Projection-Free Adaptive Gradients for Large-Scale Optimization
The complexity in large-scale optimization can lie in both handling the ...
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03/13/2020
Boosting Frank-Wolfe by Chasing Gradients
The Frank-Wolfe algorithm has become a popular first-order optimization ...
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11/11/2019
Revisiting the Approximate Carathéodory Problem via the Frank-Wolfe Algorithm
The approximate Carathéodory theorem states that given a polytope P, eac...
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04/28/2019