TY - CHAP A1 - Braun, Gábor A1 - Pokutta, Sebastian A1 - Zink, Daniel T1 - Lazifying Conditional Gradient Algorithms T2 - Proceedings of the International Conference on Machine Learning (ICML) Y1 - 2017 N1 - URL of the PDF: http://proceedings.mlr.press/v70/braun17a N1 - URL of the Poster: https://app.box.com/s/lysscdg17ytpz7mqr0tu2djffyqvkl6a N1 - URL of the Slides: https://app.box.com/s/zsp0hixjz2ha23u1vuyosijjkjdh8kj7 ER - TY - CHAP A1 - Arumugam, Keerthi Suria Kumar A1 - Kadampot, Ishaque Ashar A1 - Tahmasbi, Mehrdad A1 - Shah, Shaswat A1 - Bloch, Matthieu A1 - Pokutta, Sebastian T1 - Modulation Recognition Using Side Information and Hybrid Learning T2 - Proceedings of IEEE DySPAN Y1 - 2017 ER - TY - CHAP A1 - Lan, G. A1 - Pokutta, Sebastian A1 - Zhou, Y. A1 - Zink, Daniel T1 - Conditional Accelerated Lazy Stochastic Gradient Descent T2 - Proceedings of the International Conference on Machine Learning (ICML) Y1 - 2017 N1 - URL of the PDF: http://proceedings.mlr.press/v70/lan17a.html N1 - URL of the Poster: https://app.box.com/s/wnwym0p3eby54abb5bidnz7gznlkentq ER - TY - CHAP A1 - Inanlouganji, A. A1 - Pedrielli, G. A1 - Fainekos, G. A1 - Pokutta, Sebastian T1 - Continuous Simulation Optimization with Model Mismatch Using Gaussian Process Regression T2 - Proceedings of the 2018 Winter Simulation Conference Y1 - 2018 ER - TY - CHAP A1 - Pokutta, Sebastian A1 - Singh, M. A1 - Torrico, A. T1 - Efficient algorithms for robust submodular maximization under matroid constraints T2 - ICML Workshop Paper Y1 - 2018 N1 - Additional Note: https://arxiv.org/abs/1807.09405 N1 - URL of the PDF: https://sites.google.com/view/icml2018nonconvex/papers ER - TY - CHAP A1 - Braun, Gábor A1 - Pokutta, Sebastian A1 - Tu, Dan A1 - Wright, Stephen T1 - Blended Conditional Gradients: the unconditioning of conditional gradients T2 - Proceedings of ICML Y1 - 2019 N1 - Additional Note: https://arxiv.org/abs/1805.07311 N1 - URL of the Code: https://github.com/pokutta/bcg N1 - URL of the PDF: http://proceedings.mlr.press/v97/braun19a/braun19a.pdf N1 - URL of the Poster: https://app.box.com/s/nmmm671jd72i397nysa8emfnzh1hn6hf N1 - URL of the Slides: https://app.box.com/s/xbx3z7ws6dxvl3rzgj4jp6forigycooe N1 - URL of the Abstract: http://www.pokutta.com/blog/research/2019/02/18/bcg-abstract.html ER - TY - CHAP A1 - Kerdreux, T. A1 - d’Aspremont, A. A1 - Pokutta, Sebastian T1 - Restarting Frank-Wolfe T2 - Proceedings of AISTATS Y1 - 2019 N1 - URL of the PDF: http://proceedings.mlr.press/v89/kerdreux19a/kerdreux19a.pdf N1 - URL of the Slides: https://app.box.com/s/prd32r6xmuef2k4gah23rd0egllz9rv5 N1 - URL of the Abstract: http://www.pokutta.com/blog/research/2019/05/02/restartfw-abstract.html ER - TY - CHAP A1 - Anari, N. A1 - Haghtalab, N. A1 - Naor, S. A1 - Pokutta, Sebastian A1 - Singh, M. A1 - Torrico, A. T1 - Structured Robust Submodular Maximization: Offline and Online Algorithms T2 - Proceedings of AISTATS Y1 - 2019 N1 - URL of the PDF: http://proceedings.mlr.press/v89/anari19a/anari19a.pdf ER - TY - CHAP A1 - Pokutta, Sebastian A1 - Schmaltz, Christian T1 - Optimal Planning under Basel III Regulations T2 - Proceedings of 24th Australasian Finance and Banking Conference Y1 - 2011 UR - http://papers.ssrn.com/sol3/papers.cfm?abstract_id=1914800 ER - TY - CHAP A1 - Braun, Gábor A1 - Fiorini, Samuel A1 - Pokutta, Sebastian A1 - Steurer, D. T1 - Approximation Limits of Linear Programs (Beyond Hierarchies) T2 - Proceedings of FOCS Y1 - 2012 ER -