TY - JOUR A1 - Braun, Gábor A1 - Pokutta, Sebastian A1 - Zink, Daniel T1 - Lazifying Conditional Gradient Algorithms JF - Journal of Machine Learning Research (JMLR) Y1 - 2019 N1 - URL of the PDF: http://jmlr.org/papers/v20/18-114.html N1 - URL of the Slides: https://app.box.com/s/zsp0hixjz2ha23u1vuyosijjkjdh8kj7 VL - 20 IS - 71 SP - 1 EP - 42 ER - TY - JOUR A1 - Braun, Gábor A1 - Pokutta, Sebastian T1 - Common information and unique disjointness JF - Algorithmica Y1 - 2016 UR - http://eccc.hpi-web.de/report/2013/056 N1 - URL of the PDF: https://rdcu.be/6b9u VL - 76 IS - 3 SP - 597 EP - 629 ER - TY - JOUR A1 - Gatzert, Nadine A1 - Pokutta, Sebastian A1 - Vogl, Nikolai T1 - Convergence of Capital and Insurance Markets: Pricing Aspects of Index-Linked Catastrophic Loss Instruments JF - to appear in Journal of Risk and Insurance Y1 - 2016 UR - http://papers.ssrn.com/sol3/papers.cfm?abstract_id=2320370 ER - TY - JOUR A1 - Bärmann, Andreas A1 - Heidt, Andreas A1 - Martin, Alex A1 - er, A1 - Pokutta, Sebastian A1 - Thurner, Christoph T1 - Polyhedral Approximation of Ellipsoidal Uncertainty Sets via Extended Formulations - a computational case study JF - Computational Management Science Y1 - 2016 UR - http://www.optimization-online.org/DB_HTML/2014/02/4245.html N1 - Additional Note: http://link.springer.com/article/10.1007/s10287-015-0243-0 DOI:10.1007/s10287-015-0243-0 N1 - URL of the PDF: http://link.springer.com/article/10.1007/s10287-015-0243-0 VL - 13 IS - 2 SP - 151 EP - 193 ER - TY - JOUR A1 - Roy, Aurko A1 - Pokutta, Sebastian T1 - Hierarchical Clustering via Spreading Metrics JF - Journal of Machine Learning Research (JMLR) Y1 - 2017 N1 - Additional Note: http://https://papers.nips.cc/paper/by-source-2016-1199 N1 - URL of the PDF: http://jmlr.org/papers/v18/17-081.html VL - 18 SP - 1 EP - 35 ER - TY - JOUR A1 - Bodur, Merve A1 - Del Pia, Alberto A1 - Dey, Santanu Sabush A1 - Molinaro, Marco A1 - Pokutta, Sebastian T1 - Aggregation-based cutting-planes for packing and covering Integer Programs JF - to appear in Mathematical Programming A Y1 - 2017 N1 - Additional Note: doi:10.1007/s10107-017-1192-x N1 - URL of the PDF: http://dx.doi.org/10.1007/s10107-017-1192-x ER - TY - JOUR A1 - Bazzi, Abbas A1 - Fiorini, Samuel A1 - Pokutta, Sebastian A1 - Svensson, Ola T1 - Small linear programs cannot approximate Vertex Cover within a factor of 2 - epsilon JF - to appear in Mathematics of Operations Research Y1 - 2017 N1 - URL of the Slides: https://app.box.com/s/00aqupo722bbpmdcyzwt8xmfqzyu14iy ER - TY - JOUR A1 - Braun, Gábor A1 - Guzmán, C. A1 - Pokutta, Sebastian T1 - Unifying Lower Bounds on the Oracle Complexity of Nonsmooth Convex Optimization JF - IEEE Transactions of Information Theory Y1 - 2017 N1 - Additional Note: doi:10.1109/TIT.2017.2701343 http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=7919238 N1 - URL of the PDF: http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=7919238 VL - 63 IS - 7 SP - 4709 EP - 4724 ER - TY - JOUR A1 - Braun, Gábor A1 - Jain, R. A1 - Lee, T. A1 - Pokutta, Sebastian T1 - Information-theoretic approximations of the nonnegative rank JF - Computational Complexity Y1 - 2017 UR - http://eccc.hpi-web.de/report/2013/158 VL - 26 IS - 1 SP - 147 EP - 197 ER - TY - JOUR A1 - Christensen, H. A1 - Khan, A. A1 - Pokutta, Sebastian A1 - Tetali, P. T1 - Multidimensional Bin Packing and Other Related Problems: A survey JF - to appear in Computer Science Review Y1 - 2017 N1 - Additional Note: http://www.sciencedirect.com/science/article/pii/S1574013716301356 http://www.sciencedirect.com/science/article/pii/S1574013716301356 N1 - URL of the PDF: http://www.sciencedirect.com/science/article/pii/S1574013716301356 ER - TY - JOUR A1 - Martin, Alex A1 - Müller, J. A1 - Pape, S. A1 - Peter, A. A1 - Pokutta, Sebastian A1 - Winter, T. T1 - Pricing and clearing combinatorial markets with singleton and swap orders JF - Mathematical Methods of Operations Research Y1 - 2017 VL - 85 IS - 2 SP - 155 EP - 177 ER -