@inproceedings{BraunPokuttaZink2017, author = {Braun, G{\´a}bor and Pokutta, Sebastian and Zink, Daniel}, title = {Lazifying Conditional Gradient Algorithms}, booktitle = {Proceedings of the International Conference on Machine Learning (ICML)}, arxiv = {http://arxiv.org/abs/1610.05120}, year = {2017}, language = {en} } @inproceedings{ArumugamKadampotTahmasbietal.2017, author = {Arumugam, Keerthi Suria Kumar and Kadampot, Ishaque Ashar and Tahmasbi, Mehrdad and Shah, Shaswat and Bloch, Matthieu and Pokutta, Sebastian}, title = {Modulation Recognition Using Side Information and Hybrid Learning}, booktitle = {Proceedings of IEEE DySPAN}, year = {2017}, language = {en} } @inproceedings{LanPokuttaZhouetal.2017, author = {Lan, G. and Pokutta, Sebastian and Zhou, Y. and Zink, Daniel}, title = {Conditional Accelerated Lazy Stochastic Gradient Descent}, booktitle = {Proceedings of the International Conference on Machine Learning (ICML)}, arxiv = {http://arxiv.org/abs/1703.05840}, year = {2017}, language = {en} } @inproceedings{InanlouganjiPedrielliFainekosetal.2018, author = {Inanlouganji, A. and Pedrielli, G. and Fainekos, G. and Pokutta, Sebastian}, title = {Continuous Simulation Optimization with Model Mismatch Using Gaussian Process Regression}, booktitle = {Proceedings of the 2018 Winter Simulation Conference}, year = {2018}, language = {en} } @inproceedings{PokuttaSinghTorrico2018, author = {Pokutta, Sebastian and Singh, M. and Torrico, A.}, title = {Efficient algorithms for robust submodular maximization under matroid constraints}, booktitle = {ICML Workshop Paper}, arxiv = {http://arxiv.org/abs/1807.09405}, year = {2018}, language = {en} } @inproceedings{BraunPokuttaTuetal.2019, author = {Braun, G{\´a}bor and Pokutta, Sebastian and Tu, Dan and Wright, Stephen}, title = {Blended Conditional Gradients: the unconditioning of conditional gradients}, booktitle = {Proceedings of ICML}, arxiv = {http://arxiv.org/abs/1805.07311}, year = {2019}, language = {en} } @inproceedings{Kerdreuxd’AspremontPokutta2019, author = {Kerdreux, T. and d'Aspremont, A. and Pokutta, Sebastian}, title = {Restarting Frank-Wolfe}, booktitle = {Proceedings of AISTATS}, arxiv = {http://arxiv.org/abs/1810.02429}, year = {2019}, language = {en} } @inproceedings{AnariHaghtalabNaoretal.2019, author = {Anari, N. and Haghtalab, N. and Naor, S. and Pokutta, Sebastian and Singh, M. and Torrico, A.}, title = {Structured Robust Submodular Maximization: Offline and Online Algorithms}, booktitle = {Proceedings of AISTATS}, arxiv = {http://arxiv.org/abs/1710.04740}, year = {2019}, language = {en} } @inproceedings{PokuttaSchmaltz2011, author = {Pokutta, Sebastian and Schmaltz, Christian}, title = {Optimal Planning under Basel III Regulations}, booktitle = {Proceedings of 24th Australasian Finance and Banking Conference}, year = {2011}, language = {en} } @inproceedings{BraunFioriniPokuttaetal.2012, author = {Braun, G{\´a}bor and Fiorini, Samuel and Pokutta, Sebastian and Steurer, D.}, title = {Approximation Limits of Linear Programs (Beyond Hierarchies)}, booktitle = {Proceedings of FOCS}, arxiv = {http://arxiv.org/abs/1204.0957}, year = {2012}, language = {en} }