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05/28/2021
Simple steps are all you need: Frank-Wolfe and generalized self-concordant functions
Generalized self-concordance is a key property present in the objective ...
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02/12/2021
Parameter-free Locally Accelerated Conditional Gradients
Projection-free conditional gradient (CG) methods are the algorithms of ...
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01/07/2021
CINDy: Conditional gradient-based Identification of Non-linear Dynamics – Noise-robust recovery
Governing equations are essential to the study of nonlinear dynamics, of...
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02/20/2020
Second-order Conditional Gradients
Constrained second-order convex optimization algorithms are the method o...
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06/19/2019