2021
|
| Leon Eifler, Ambros Gleixner |
A Computational Status Update for Exact Rational Mixed Integer Programming
|
Integer Programming and Combinatorial Optimization: 22th International Conference, IPCO 2021, 2021 (accepted for publication, preprint available as ZIB-Report 21-04) |
PDF (ZIB-Report)
BibTeX
|
| Ksenia Bestuzheva, Ambros Gleixner, Stefan Vigerske |
A Computational Study of Perspective Cuts
|
2021 (under review, preprint available as ZIB-Report 21-07) |
PDF (ZIB-Report)
BibTeX
|
| Leon Eifler, Ambros Gleixner, Jonad Pulaj |
A Safe Computational Framework for Integer Programming applied to Chvátal's Conjecture
|
ACM Transactions on Mathematical Software, 2021 (accepted for publication, preprint available as ZIB-Report 21-35) |
PDF (ZIB-Report)
BibTeX
DOI
|
| Boro Sofranac, Ambros Gleixner, Sebastian Pokutta |
An Algorithm-Independent Measure of Progress for Linear Constraint Propagation
|
27th International Conference on Principles and Practice of Constraint Programming (CP 2021), pp. 52:1-52:17, Vol.210, Leibniz International Proceedings in Informatics (LIPIcs), 2021 (epub ahead of print) |
BibTeX
DOI
|
| Alejandro Carderera, Sebastian Pokutta, Christof Schütte, Martin Weiser |
CINDy: Conditional gradient-based Identification of Non-linear Dynamics – Noise-robust recovery
|
arXiv, 2021 (under review) |
BibTeX
|
| Jakob Witzig, Timo Berthold |
Conflict Analysis for MINLP
|
INFORMS Journal on Computing, 33(2), pp. 421-435, 2021 (preprint available as ) |
BibTeX
DOI
|
| Christophe Roux, Sebastian Pokutta, Elias Wirth, Thomas Kerdreux |
Efficient Online-Bandit Strategies for Minimax Learning Problems
|
2021 |
BibTeX
|
| Gregor Hendel, Daniel Anderson, Pierre Le Bodic, Marc Pfetsch |
Estimating the Size of Branch-And-Bound Trees
|
INFORMS Journal on Computing, 2021 (accepted for publication, preprint available as ) |
BibTeX
|
| Francisco Criado, David Martínez-Rubio, Sebastian Pokutta |
Fast Algorithms for Packing Proportional Fairness and its Dual
|
2021 |
BibTeX
|
| Alejandro Carderera, Sebastian Pokutta, Besançon Mathieu |
FrankWolfe.jl: a high-performance and flexible toolbox for Frank-Wolfe algorithms and Conditional Gradients
|
2021 (under review) |
BibTeX
|
| Elham Ramin, Ksenia Bestuzheva, Carina Gargalo, Danial Ramin, Carina Schneider, Pedram Ramin, Xavier Flores-Alsina, Maj M. Andersen, Krist V. Gernaey |
Incremental design of water symbiosis networks with prior knowledge: The case of an industrial park in Kenya
|
Science of the Total Environment, Vol.751, 2021 |
BibTeX
DOI
|
| Jo Devriendt, Ambros Gleixner, Jakob Nordström |
Learn to Relax: Integrating 0-1 Integer Linear Programming with Pseudo-Boolean Conflict-Driven Search
|
Constraints, 2021 (epub ahead of print) |
BibTeX
DOI
|
| Thomas Kerdreux, Christophe Roux, Alexandre d'Aspremont, Sebastian Pokutta |
Linear Bandits on Uniformly Convex Sets
|
2021 |
BibTeX
|
| Thomas Kerdreux, Alexandre d'Aspremont, Sebastian Pokutta |
Local and Global Uniform Convexity Conditions
|
2021 |
BibTeX
|
| Junko Hosoda, Stephen J. Maher, Yuji Shinano, Jonas Christoffer Villumsen |
Location, transshipment and routing: An adaptive transportation network integrating long-haul and local vehicle routing
|
ZIB-Report 21-12 (under review) |
PDF
BibTeX
URN
|
| Alejandro Carderera, Jelena Diakonikolas, Cheuk Yin Lin, Sebastian Pokutta |
Parameter-free Locally Accelerated Conditional Gradients
|
ICML, 2021 (accepted for publication) |
BibTeX
|
| Alejandro Carderera, Sebastian Pokutta, Besançon Mathieu |
Simple steps are all you need: Frank-Wolfe and generalized self-concordant functions
|
2021 (under review) |
BibTeX
|
2020
|
| Boro Sofranac, Ambros Gleixner, Sebastian Pokutta |
Accelerating Domain Propagation: an Efficient GPU-Parallel Algorithm
over Sparse Matrices
|
Proceedings of IA^3 at SC20, 2020 |
BibTeX
arXiv
|
| H. Anzt, F. Bach, S. Druskat, F. Löffler, A. Loewe, B. Y. Renard, G. Seemann, A. Struck, E. Achhammer, F. Appell, M. Bader, L. Brusch, C. Busse, G. Chourdakis, P. W. Dabrowski, P. Ebert, B. Flemisch, S. Friedl, B. Fritzsch, M. D. Funk, V. Gast, F. Goth, J.-N. Grad, Sibylle Hermann, F. Hohmann, S. Janosch, D. Kutra, J. Linxweiler, T. Muth, Wolfgang Peters-Kottig, F. Rack, F. H. C. Raters, S. Rave, G. Reina, M. Reißig, T. Ropinski, J. Schaarschmidt, H. Seibold, J. P. Thiele, B. Uekermann, S. Unger, R. Weeber |
An environment for sustainable research software in Germany and beyond: current state, open challenges, and call for action [version 1; peer review: 1 approved, 1 approved with reservations]
|
F1000Research, 2020 |
BibTeX
DOI
|
| Gerald Gamrath, Timo Berthold, Domenico Salvagnin |
An exploratory computational analysis of dual degeneracy in mixed-integer programming
|
EURO Journal on Computational Optimization, pp. 241-246, 2020 |
BibTeX
DOI
|
| CyrilleW Combettes, Sebastian Pokutta |
Boosting Frank-Wolfe by Chasing Gradients
|
Proceedings of ICML, 2020 |
BibTeX
arXiv
|
| Sebastian Pokutta, Christoph Spiegel, Max Zimmer |
Deep Neural Network Training with Frank-Wolfe
|
2020 |
BibTeX
arXiv
|
| Marc Pfetsch, Sebastian Pokutta |
IPBoost – Non-Convex Boosting via Integer Programming
|
Proceedings of ICML, 2020 |
BibTeX
arXiv
|
| Jelena Diakonikolas, Alejandro Carderera, Sebastian Pokutta |
Locally Accelerated Conditional Gradients
|
Proceedings of AISTATS, 2020 |
BibTeX
arXiv
|
| Yuji Shinano, N. Tateiwa, S. Nakamura, A. Yoshida, M. Yasuda, S. Kaji, K. Fujisawa |
Massive Parallelization for Finding Shortest Lattice Vectors Based on Ubiquity Generator Framework
|
2020 SC20: International Conference for High Performance Computing, Networking, Storage and Analysis (SC), pp. 834-848, 2020 |
BibTeX
DOI
|
|
Jaap Pedersen
|
Multiperiod Optimal Power Flow Problem In Distribution System Planning
|
Master's thesis, Freie Universität Berlin, Ralf Borndörfer, Niels Lindner (Advisors), 2020 |
BibTeX
|
| Sebastian Pokutta, M. Singh, A. Torrico |
On the Unreasonable Effectiveness of the Greedy Algorithm: Greedy Adapts
to Sharpness
|
Proceedings of ICML, 2020 |
BibTeX
arXiv
|
| Combettes Cryille W., Christoph Spiegel, Sebastian Pokutta |
Projection-Free Adaptive Gradients for Large-Scale Optimization
|
2020 |
BibTeX
arXiv
|
| Thomas Kerdreux, Alexandre d'Aspremont, Sebastian Pokutta |
Projection-Free Optimization on Uniformly Convex Sets
|
2020 |
BibTeX
|
|
Sebastian Pokutta
|
Restarting Algorithms: Sometimes there is Free Lunch
|
Proceedings of CPAIOR, 2020 |
BibTeX
arXiv
|
| Alejandro Carderera, Sebastian Pokutta |
Second-order Conditional Gradient Sliding
|
2020 |
BibTeX
|
| N. Anari, N. Haghtalab, S. Naor, Sebastian Pokutta, M. Singh, A. Torrico |
Structured Robust Submodular Maximization: Offline and Online Algorithms
|
INFORMS Journal on Computing, 2020 |
BibTeX
arXiv
|
| Zsolt Csizmadia, Timo Berthold |
The confined primal integral: a measure to benchmark heuristic MINLP solvers against global MINLP solvers
|
Mathematical Programming, 2020 |
BibTeX
DOI
|
| Patrick Gemander, Wei-Kun Chen, Dieter Weninger, Leona Gottwald, Ambros Gleixner |
Two-row and two-column mixed-integer presolve using hashing-based pairing methods
|
EURO Journal on Computational Optimization, 8(3-4), pp. 205-240, 2020 |
BibTeX
DOI
|
| Hassan Mortagy, Swati Gupta, Sebastian Pokutta |
Walking in the Shadow: A New Perspective on Descent Directions for
Constrained Minimization
|
Proceedings of NeurIPS, 2020 |
BibTeX
arXiv
|
2019
|
| Yuji Shinano, Ryohei Yokoyama, Yuki Wakayama, Tetsuya Wakui |
Model reduction by time aggregation for optimal design of energy supply systems by an MILP hierarchical branch and bound method
|
Energy, Vol.181, pp. 782-792, 2019 |
BibTeX
DOI
|
| Cyrille W. Combettes, Sebastian Pokutta |
Revisiting the Approximate Carathéodory Problem via the Frank-Wolfe Algorithm
|
2019 |
BibTeX
|
2018
|
| Andreas Bärmann, Alexander Martin, Sebastian Pokutta, Oskar Schneider |
An Online-Learning Approach to Inverse Optimization
|
2018 |
BibTeX
|
| Daniel Bienenstock, Gonzalo Muñoz, Sebastian Pokutta |
Principled Deep Neural Network Training through Linear Programming
|
2018 |
BibTeX
|
