Please note that LibreCat no longer supports Internet Explorer versions 8 or 9 (or earlier).
We recommend upgrading to the latest Internet Explorer, Google Chrome, or Firefox.
72 Publications
2018 | Conference Paper | IST-REx-ID: 193 | 
Alwen JF, Gazi P, Kamath Hosdurg C, et al. On the memory hardness of data independent password hashing functions. In: Proceedings of the 2018 on Asia Conference on Computer and Communication Security. ACM; 2018:51-65. doi:10.1145/3196494.3196534
View
| DOI
| Download Submitted Version (ext.)
2018 | Conference Paper | IST-REx-ID: 273 |
Mohapatra P, Rolinek M, Jawahar CV, Kolmogorov V, Kumar MP. Efficient optimization for rank-based loss functions. In: 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition. IEEE; 2018:3693-3701. doi:10.1109/cvpr.2018.00389
View
| DOI
| Download Preprint (ext.)
| arXiv
2018 | Research Data | IST-REx-ID: 5573 |
Alhaija H, Sellent A, Kondermann D, Rother C. Graph matching problems for GraphFlow – 6D Large Displacement Scene Flow. 2018. doi:10.15479/AT:ISTA:82
View
| Files available
| DOI
2018 | Journal Article | IST-REx-ID: 5975 |
Kolmogorov V. Commutativity in the algorithmic Lovász local lemma. SIAM Journal on Computing. 2018;47(6):2029-2056. doi:10.1137/16m1093306
View
| Files available
| DOI
| Download Preprint (ext.)
| arXiv
2018 | Conference Paper | IST-REx-ID: 5978 |
Haller S, Swoboda P, Savchynskyy B. Exact MAP-inference by confining combinatorial search with LP relaxation. In: Proceedings of the 32st AAAI Conference on Artificial Intelligence. AAAI Press; 2018:6581-6588.
View
| Download Preprint (ext.)
| arXiv
2018 | Journal Article | IST-REx-ID: 6032 |
Kazda A, Kolmogorov V, Rolinek M. Even delta-matroids and the complexity of planar boolean CSPs. ACM Transactions on Algorithms. 2018;15(2). doi:10.1145/3230649
View
| Files available
| DOI
| Download Preprint (ext.)
| arXiv
2018 | Journal Article | IST-REx-ID: 703 |
Shekhovtsov A, Swoboda P, Savchynskyy B. Maximum persistency via iterative relaxed inference with graphical models. IEEE Transactions on Pattern Analysis and Machine Intelligence. 2018;40(7):1668-1682. doi:10.1109/TPAMI.2017.2730884
View
| DOI
| Download Preprint (ext.)
| arXiv
2017 | Conference Paper | IST-REx-ID: 274 |
Kolmogorov V. A faster approximation algorithm for the Gibbs partition function. In: Proceedings of the 31st Conference On Learning Theory. Vol 75. PMLR; 2017:228-249.
View
| Files available
| arXiv
2017 | Research Data | IST-REx-ID: 5561 |
Kainmueller D, Jug F, Rother C, Meyers G. Graph matching problems for annotating C. Elegans. 2017. doi:10.15479/AT:ISTA:57
View
| Files available
| DOI
2017 | Conference Paper | IST-REx-ID: 1192 |
Kazda A, Kolmogorov V, Rolinek M. Even delta-matroids and the complexity of planar Boolean CSPs. In: SIAM; 2017:307-326. doi:10.1137/1.9781611974782.20
View
| Files available
| DOI
| Download Submitted Version (ext.)
2017 | Conference Paper | IST-REx-ID: 641
Trajkovska V, Swoboda P, Åström F, Petra S. Graphical model parameter learning by inverse linear programming. In: Lauze F, Dong Y, Bjorholm Dahl A, eds. Vol 10302. Springer; 2017:323-334. doi:10.1007/978-3-319-58771-4_26
View
| DOI
2017 | Journal Article | IST-REx-ID: 644 |
Kolmogorov V, Krokhin A, Rolinek M. The complexity of general-valued CSPs. SIAM Journal on Computing. 2017;46(3):1087-1110. doi:10.1137/16M1091836
View
| Files available
| DOI
| Download Preprint (ext.)
2017 | Conference Paper | IST-REx-ID: 646 |
Kuske J, Swoboda P, Petra S. A novel convex relaxation for non binary discrete tomography. In: Lauze F, Dong Y, Bjorholm Dahl A, eds. Vol 10302. Springer; 2017:235-246. doi:10.1007/978-3-319-58771-4_19
View
| DOI
| Download Submitted Version (ext.)
2017 | Conference Paper | IST-REx-ID: 916 |
Swoboda P, Rother C, Abu Alhaija C, Kainmueller D, Savchynskyy B. A study of lagrangean decompositions and dual ascent solvers for graph matching. In: Vol 2017. IEEE; 2017:7062-7071. doi:10.1109/CVPR.2017.747
View
| Files available
| DOI
2017 | Thesis | IST-REx-ID: 992 |
Rolinek M. Complexity of constraint satisfaction. 2017. doi:10.15479/AT:ISTA:th_815
View
| Files available
| DOI
2017 | Conference Paper | IST-REx-ID: 915 |
Swoboda P, Andres B. A message passing algorithm for the minimum cost multicut problem. In: Vol 2017. IEEE; 2017:4990-4999. doi:10.1109/CVPR.2017.530
View
| Files available
| DOI
2017 | Conference Paper | IST-REx-ID: 917 |
Swoboda P, Kuske J, Savchynskyy B. A dual ascent framework for Lagrangean decomposition of combinatorial problems. In: Vol 2017. IEEE; 2017:4950-4960. doi:10.1109/CVPR.2017.526
View
| Files available
| DOI
2016 | Conference Paper | IST-REx-ID: 1231 |
Alwen JF, Chen B, Kamath Hosdurg C, Kolmogorov V, Pietrzak KZ, Tessaro S. On the complexity of scrypt and proofs of space in the parallel random oracle model. In: Vol 9666. Springer; 2016:358-387. doi:10.1007/978-3-662-49896-5_13
View
| DOI
| Download Submitted Version (ext.)
2016 | Journal Article | IST-REx-ID: 1353 |
Barto L, Kazda A. Deciding absorption. International Journal of Algebra and Computation. 2016;26(5):1033-1060. doi:10.1142/S0218196716500430
View
| DOI
| Download Preprint (ext.)
2016 | Journal Article | IST-REx-ID: 1377 |
Kolmogorov V, Pock T, Rolinek M. Total variation on a tree. SIAM Journal on Imaging Sciences. 2016;9(2):605-636. doi:10.1137/15M1010257
View
| DOI
| Download Preprint (ext.)
2016 | Journal Article | IST-REx-ID: 1612 |
Kazda A. CSP for binary conservative relational structures. Algebra Universalis. 2016;75(1):75-84. doi:10.1007/s00012-015-0358-8
View
| DOI
| Download Preprint (ext.)
2016 | Journal Article | IST-REx-ID: 1794 |
Kolmogorov V, Takhanov R. Inference algorithms for pattern-based CRFs on sequence data. Algorithmica. 2016;76(1):17-46. doi:10.1007/s00453-015-0017-7
View
| Files available
| DOI
| Download Preprint (ext.)
| arXiv
2016 | Research Data | IST-REx-ID: 5557 |
Swoboda P. Synthetic discrete tomography problems. 2016. doi:10.15479/AT:ISTA:46
View
| Files available
| DOI
2016 | Conference Paper | IST-REx-ID: 1193 |
Kolmogorov V. Commutativity in the algorithmic Lovasz local lemma. In: Proceedings - Annual IEEE Symposium on Foundations of Computer Science. Vol 2016-December. IEEE; 2016. doi:10.1109/FOCS.2016.88
View
| Files available
| DOI
| Download Preprint (ext.)
| arXiv
2015 | Conference Paper | IST-REx-ID: 1636 |
Kolmogorov V, Rolinek M, Takhanov R. Effectiveness of structural restrictions for hybrid CSPs. In: 26th International Symposium. Vol 9472. Springer Nature; 2015:566-577. doi:10.1007/978-3-662-48971-0_48
View
| DOI
| Download Preprint (ext.)
| arXiv
2015 | Journal Article | IST-REx-ID: 1841 |
Kolmogorov V. A new look at reweighted message passing. IEEE Transactions on Pattern Analysis and Machine Intelligence. 2015;37(5):919-930. doi:10.1109/TPAMI.2014.2363465
View
| DOI
| Download Preprint (ext.)
2015 | Conference Paper | IST-REx-ID: 1859 |
Shah N, Kolmogorov V, Lampert C. A multi-plane block-coordinate Frank-Wolfe algorithm for training structural SVMs with a costly max-oracle. In: IEEE; 2015:2737-2745. doi:10.1109/CVPR.2015.7298890
View
| DOI
| Download Preprint (ext.)
2015 | Conference Paper | IST-REx-ID: 1675
Dziembowski S, Faust S, Kolmogorov V, Pietrzak KZ. Proofs of space. 2015;9216:585-605. doi:10.1007/978-3-662-48000-7_29
View
| Files available
| DOI
2015 | Journal Article | IST-REx-ID: 2271 |
Kolmogorov V, Thapper J, Živný S. The power of linear programming for general-valued CSPs. SIAM Journal on Computing. 2015;44(1):1-36. doi:10.1137/130945648
View
| Files available
| DOI
| Download Preprint (ext.)
| arXiv
2015 | Conference Paper | IST-REx-ID: 1637 |
Kolmogorov V, Krokhin A, Rolinek M. The complexity of general-valued CSPs. In: IEEE; 2015:1246-1258. doi:10.1109/FOCS.2015.80
View
| Files available
| DOI
| Download Preprint (ext.)
2014 | Conference Paper | IST-REx-ID: 2275 |
Olsson C, Ulen J, Boykov Y, Kolmogorov V. Partial enumeration and curvature regularization. In: IEEE; 2014:2936-2943. doi:10.1109/ICCV.2013.365
View
| Files available
| DOI
2014 | Working Paper | IST-REx-ID: 7038 |
Huszár K, Rolinek M. Playful Math - An Introduction to Mathematical Games. IST Austria
View
| Files available
2013 | Conference Paper | IST-REx-ID: 2272 |
Takhanov R, Kolmogorov V. Inference algorithms for pattern-based CRFs on sequence data. In: ICML’13 Proceedings of the 30th International Conference on International. Vol 28. International Machine Learning Society; 2013:145-153.
View
| Files available
| Download Submitted Version (ext.)
2013 | Conference Paper | IST-REx-ID: 2270 |
Bachrach Y, Kohli P, Kolmogorov V, Zadimoghaddam M. Optimal Coalition Structures in Cooperative Graph Games. In: AAAI Press; 2013:81-87.
View
| Download None (ext.)
| arXiv
2013 | Report | IST-REx-ID: 2274 |
Dziembowski S, Faust S, Kolmogorov V, Pietrzak KZ. Proofs of Space. IST Austria; 2013.
View
| Files available
2013 | Report | IST-REx-ID: 2273 |
Kolmogorov V. Reweighted Message Passing Revisited. IST Austria; 2013.
View
| Download (ext.)
2013 | Conference Paper | IST-REx-ID: 2276 |
Gridchyn I, Kolmogorov V. Potts model, parametric maxflow and k-submodular functions. In: IEEE; 2013:2320-2327. doi:10.1109/ICCV.2013.288
View
| DOI
| Download Preprint (ext.)
| arXiv
2013 | Conference Paper | IST-REx-ID: 2518 |
Kolmogorov V. The power of linear programming for finite-valued CSPs: A constructive characterization. In: Vol 7965. Springer; 2013:625-636. doi:10.1007/978-3-642-39206-1_53
View
| Files available
| DOI
| Download Preprint (ext.)
| arXiv
2013 | Journal Article | IST-REx-ID: 2828 |
Kolmogorov V, Živný S. The complexity of conservative valued CSPs. Journal of the ACM. 2013;60(2). doi:10.1145/2450142.2450146
View
| DOI
| Download Preprint (ext.)
| arXiv
2013 | Conference Paper | IST-REx-ID: 2901 |
Chen C, Kolmogorov V, Yan Z, Metaxas D, Lampert C. Computing the M most probable modes of a graphical model. In: Vol 31. JMLR; 2013:161-169.
View
| Download None (ext.)
2012 | Conference Paper | IST-REx-ID: 2930 |
Huber A, Kolmogorov V. Towards minimizing k-submodular functions. In: Vol 7422. Springer; 2012:451-462. doi:10.1007/978-3-642-32147-4_40
View
| DOI
| Download Preprint (ext.)
2012 | Preprint | IST-REx-ID: 2928 |
Kolmogorov V, Schoenemann T. Generalized sequential tree-reweighted message passing. arXiv. 2012.
View
| Download Preprint (ext.)
| arXiv
2012 | Journal Article | IST-REx-ID: 2931
Torresani L, Kolmogorov V, Rother C. A dual decomposition approach to feature correspondence. IEEE Transactions on Pattern Analysis and Machine Intelligence. 2012;35(2):259-271. doi:10.1109/TPAMI.2012.105
View
| DOI
2012 | Journal Article | IST-REx-ID: 3117 |
Kolmogorov V. Minimizing a sum of submodular functions. Discrete Applied Mathematics. 2012;160(15):2246-2258. doi:10.1016/j.dam.2012.05.025
View
| DOI
| Download Preprint (ext.)
2012 | Journal Article | IST-REx-ID: 3257 |
Kolmogorov V. Generalized roof duality and bisubmodular functions. Discrete Applied Mathematics. 2012;160(4-5):416-426. doi:10.1016/j.dam.2011.10.026
View
| Files available
| DOI
| Download Preprint (ext.)
| arXiv
2012 | Conference Paper | IST-REx-ID: 3124 |
Korc F, Kolmogorov V, Lampert C. Approximating marginals using discrete energy minimization. In: ICML; 2012.
View
| Files available
2012 | Technical Report | IST-REx-ID: 5396 |
Korc F, Kolmogorov V, Lampert C. Approximating Marginals Using Discrete Energy Minimization. IST Austria; 2012. doi:10.15479/AT:IST-2012-0003
View
| Files available
| DOI