Publications

Alejandro Carderera, Mathieu Besançon, Sebastian Pokutta (2021). Simple steps are all you need: Frank-Wolfe and generalized self-concordant functions - NeurIPS 2021. NeurIPS 2021.

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Mathieu Besançon, Alejandro Carderera, Sebastian Pokutta (2021). FrankWolfe.jl - INFORMS Journal of Computing. INFORMS Journal of Computing.

Alejandro Carderera, Jelena Diakonikolas, Cheuk Yin Lin, Sebastian Pokutta (2021). Parameter-Free Locally Accelerated Conditional Gradients - ICML 2021. ICML 2021.

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Alejandro Carderera, Sebastian Pokutta, Christof Schütte, Martin Weiser (2021). CGINDy: Conditional gradient-based Identification of Non-linear Dynamics - Submitted to the Journal of Computational and Applied Mathematics.

Alejandro Carderera, Sebastian Pokutta (2020). Second-order Conditional Gradient Sliding - Fields Institute Communication Series on Data Science and Optimization. Preprint.

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Jelena Diakonikolas, Alejandro Carderera, Sebastian Pokutta (2019). Locally Accelerated Conditional Gradients - AISTATS 2020. AISTATS 2020.

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Jelena Diakonikolas, Alejandro Carderera, Sebastian Pokutta (2019). Breaking the Curse of Dimensionality (Locally) to Accelerate Conditional Gradients. OPT2019.

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