@inproceedings{PokuttaSchmaltz, author = {Pokutta, Sebastian and Schmaltz, Christian}, title = {Optimal degree of centralization of liquidity management}, series = {Proceedings of 22nd Australasian Finance and Banking Conference}, booktitle = {Proceedings of 22nd Australasian Finance and Banking Conference}, language = {en} } @inproceedings{LanPokuttaZhouetal., author = {Lan, G. and Pokutta, Sebastian and Zhou, Y. and Zink, Daniel}, title = {Conditional Accelerated Lazy Stochastic Gradient Descent}, series = {Proceedings of the International Conference on Machine Learning (ICML)}, booktitle = {Proceedings of the International Conference on Machine Learning (ICML)}, language = {en} } @inproceedings{InanlouganjiPedrielliFainekosetal., author = {Inanlouganji, A. and Pedrielli, G. and Fainekos, G. and Pokutta, Sebastian}, title = {Continuous Simulation Optimization with Model Mismatch Using Gaussian Process Regression}, series = {Proceedings of the 2018 Winter Simulation Conference}, booktitle = {Proceedings of the 2018 Winter Simulation Conference}, language = {en} } @inproceedings{PokuttaSinghTorrico, author = {Pokutta, Sebastian and Singh, M. and Torrico, A.}, title = {Efficient algorithms for robust submodular maximization under matroid constraints}, series = {ICML Workshop Paper}, booktitle = {ICML Workshop Paper}, language = {en} } @inproceedings{BraunPokuttaTuetal., author = {Braun, G{\´a}bor and Pokutta, Sebastian and Tu, Dan and Wright, Stephen}, title = {Blended Conditional Gradients: the unconditioning of conditional gradients}, series = {Proceedings of ICML}, booktitle = {Proceedings of ICML}, language = {en} } @inproceedings{DiakonikolasCardereraPokutta, author = {Diakonikolas, Jelena and Carderera, Alejandro and Pokutta, Sebastian}, title = {Breaking the Curse of Dimensionality (Locally) to Accelerate Conditional Gradients}, series = {OPTML Workshop Paper}, booktitle = {OPTML Workshop Paper}, language = {en} } @inproceedings{CombettesPokutta, author = {Combettes, Cyrille W. and Pokutta, Sebastian}, title = {Blended Matching Pursuit}, series = {Proceedings of NeurIPS}, booktitle = {Proceedings of NeurIPS}, language = {en} } @inproceedings{Kerdreuxd’AspremontPokutta, author = {Kerdreux, T. and d'Aspremont, A. and Pokutta, Sebastian}, title = {Restarting Frank-Wolfe}, series = {Proceedings of AISTATS}, booktitle = {Proceedings of AISTATS}, language = {en} } @inproceedings{AnariHaghtalabNaoretal., 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}, series = {Proceedings of AISTATS}, booktitle = {Proceedings of AISTATS}, language = {en} } @inproceedings{PokuttaSinghTorrico, author = {Pokutta, Sebastian and Singh, M. and Torrico, A.}, title = {On the Unreasonable Effectiveness of the Greedy Algorithm: Greedy Adapts to Sharpness}, series = {OPTML Workshop Paper}, booktitle = {OPTML Workshop Paper}, language = {en} }