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cs.LG2022
Approximate Vanishing Ideal Computations at Scale
Elias Wirth, Hiroshi Kera, Sebastian Pokutta
The vanishing ideal of a set of points is the set of polynomials that evaluate to over all points $\mathbf{x}…
math.OC2022
Acceleration of Frank-Wolfe Algorithms with Open-Loop Step-Sizes
Elias Wirth, Thomas Kerdreux, Sebastian Pokutta
Frank-Wolfe algorithms (FW) are popular first-order methods for solving constrained convex optimization problems that rely on a linear minimization oracle instead of potentially ex…
cs.LG2022
Conditional Gradients for the Approximate Vanishing Ideal
Elias Wirth, Sebastian Pokutta
The vanishing ideal of a set of points is the set of polynomials that evaluate to over all points and admits an efficient represent…