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CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Publications

Frank-Wolfe with Subsampling Oracle

Author(s): Kerdreux, Thomas; Pedregosa, Fabian; d'Aspremont, Alexandre
Published in: Proceedings of the 35th International Conference on Machine Learning, 2018
Publisher: PMLR

Adaptive Three Operator Splitting

Author(s): Pedregosa, Fabian; Gidel, Gauthier
Published in: Proceedings of the 35th International Conference on Machine Learning, Issue 3, 2018, Page(s) 4085-4094
Publisher: PMLR

Frank-Wolfe Splitting via Augmented Lagrangian Method

Author(s): Gidel, Gauthier; Pedregosa, Fabian; Lacoste-Julien, Simon
Published in: Proceedings of the Twenty-First International Conference on Artficial Intelligence and Statistics, Issue 84, 2018, Page(s) 1456-1465
Publisher: PMLR

Improved asynchronous parallel optimization analysis for stochastic incremental methods

Author(s): Remi Leblond, Fabian Pedregosa, Simon Lacoste-Julien
Published in: Journal of Machine Learning Research, 2018, ISSN 1533-7928
Publisher: JMLR

Variance Reduced Three Operator Splitting

Author(s): Pedregosa, Fabian; Fatras, Kilian; Casotto, Mattia
Published in: ArXiv preprint, Issue 1, 2018
Publisher: ArXiv

Step-Size Adaptivity in Projection-Free Optimization

Author(s): Pedregosa, Fabian; Askari, Armin; Negiar, Geoffrey; Jaggi, Martin
Published in: ArXiv preprint, Issue 1, 2018
Publisher: ArXiv

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