Simple steps are all you need: Frank-Wolfe and generalized self-concordant functions

Alejandro Carderera, Mathieu Besançon, Sebastian Pokutta. Simple steps are all you need: Frank-Wolfe and generalized self-concordant functions. In Marc'Aurelio Ranzato, Alina Beygelzimer, Yann N. Dauphin, Percy Liang, Jennifer Wortman Vaughan, editors, Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual. pages 5390-5401, 2021. [doi]

Authors

Alejandro Carderera

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Mathieu Besançon

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Sebastian Pokutta

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