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75 Publications
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
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2016 | Research Data | IST-REx-ID: 5557 |
Swoboda P. Synthetic discrete tomography problems. 2016. doi:10.15479/AT:ISTA:46
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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
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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
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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
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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
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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
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2015 | Conference Paper | IST-REx-ID: 1675 |
Dziembowski S, Faust S, Kolmogorov V, Pietrzak KZ. Proofs of space. In: 35th Annual Cryptology Conference. Vol 9216. Springer; 2015:585-605. doi:10.1007/978-3-662-48000-7_29
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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
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2014 | Working Paper | IST-REx-ID: 7038 |
Huszár K, Rolinek M. Playful Math - An Introduction to Mathematical Games. IST Austria
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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.
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2013 | Report | IST-REx-ID: 2273 |
Kolmogorov V. Reweighted Message Passing Revisited. IST Austria; 2013.
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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
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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
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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
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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.
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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. ML Research Press; 2013:145-153.
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2013 | Report | IST-REx-ID: 2274 |
Dziembowski S, Faust S, Kolmogorov V, Pietrzak KZ. Proofs of Space. IST Austria; 2013.
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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
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2012 | Preprint | IST-REx-ID: 2928 |
Kolmogorov V, Schoenemann T. Generalized sequential tree-reweighted message passing. arXiv. 2012.
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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
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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
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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
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2012 | Conference Paper | IST-REx-ID: 3124 |
Korc F, Kolmogorov V, Lampert C. Approximating marginals using discrete energy minimization. In: ICML; 2012.
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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
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