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60 Publications

2017 | Conference Paper | IST-REx-ID: 274 | OA
Kolmogorov, Vladimir. “A Faster Approximation Algorithm for the Gibbs Partition Function.” Proceedings of the 31st Conference On Learning Theory, vol. 75, PMLR, 2017, pp. 228–49.
View | Files available | arXiv
 
2017 | Research Data | IST-REx-ID: 5561 | OA
Kainmueller, Dagmar, et al. Graph Matching Problems for Annotating C. Elegans. IST Austria, 2017, doi:10.15479/AT:ISTA:57.
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2017 | Conference Paper | IST-REx-ID: 641
Trajkovska, Vera, et al. Graphical Model Parameter Learning by Inverse Linear Programming. Edited by François Lauze et al., vol. 10302, Springer, 2017, pp. 323–34, doi:10.1007/978-3-319-58771-4_26.
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2017 | Journal Article | IST-REx-ID: 644 | OA
Kolmogorov, Vladimir, et al. “The Complexity of General-Valued CSPs.” SIAM Journal on Computing, vol. 46, no. 3, SIAM, 2017, pp. 1087–110, doi:10.1137/16M1091836.
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2017 | Conference Paper | IST-REx-ID: 646 | OA
Kuske, Jan, et al. A Novel Convex Relaxation for Non Binary Discrete Tomography. Edited by François Lauze et al., vol. 10302, Springer, 2017, pp. 235–46, doi:10.1007/978-3-319-58771-4_19.
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2017 | Conference Paper | IST-REx-ID: 915 | OA
Swoboda, Paul, and Bjoern Andres. A Message Passing Algorithm for the Minimum Cost Multicut Problem. Vol. 2017, IEEE, 2017, pp. 4990–99, doi:10.1109/CVPR.2017.530.
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2017 | Conference Paper | IST-REx-ID: 916 | OA
Swoboda, Paul, et al. A Study of Lagrangean Decompositions and Dual Ascent Solvers for Graph Matching. Vol. 2017, IEEE, 2017, pp. 7062–71, doi:10.1109/CVPR.2017.747.
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2017 | Conference Paper | IST-REx-ID: 917 | OA
Swoboda, Paul, et al. A Dual Ascent Framework for Lagrangean Decomposition of Combinatorial Problems. Vol. 2017, IEEE, 2017, pp. 4950–60, doi:10.1109/CVPR.2017.526.
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2017 | Thesis | IST-REx-ID: 992 | OA
Rolinek, Michal. Complexity of Constraint Satisfaction. IST Austria, 2017, doi:10.15479/AT:ISTA:th_815.
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2017 | Conference Paper | IST-REx-ID: 1192 | OA
Kazda, Alexandr, et al. Even Delta-Matroids and the Complexity of Planar Boolean CSPs. SIAM, 2017, pp. 307–26, doi:10.1137/1.9781611974782.20.
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2016 | Journal Article | IST-REx-ID: 1794 | OA
Kolmogorov, Vladimir, and Rustem Takhanov. “Inference Algorithms for Pattern-Based CRFs on Sequence Data.” Algorithmica, vol. 76, no. 1, Springer, 2016, pp. 17–46, doi:10.1007/s00453-015-0017-7.
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2016 | Research Data | IST-REx-ID: 5557 | OA
Swoboda, Paul. Synthetic Discrete Tomography Problems. IST Austria, 2016, doi:10.15479/AT:ISTA:46.
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2016 | Conference Paper | IST-REx-ID: 1193 | OA
Kolmogorov, Vladimir. “Commutativity in the Algorithmic Lovasz Local Lemma.” Proceedings - Annual IEEE Symposium on Foundations of Computer Science, vol. 2016–December, IEEE, 2016, p. 7782993, doi:10.1109/FOCS.2016.88.
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2016 | Conference Paper | IST-REx-ID: 1231 | OA
Alwen, Joel F., et al. On the Complexity of Scrypt and Proofs of Space in the Parallel Random Oracle Model. Vol. 9666, Springer, 2016, pp. 358–87, doi:10.1007/978-3-662-49896-5_13.
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2016 | Journal Article | IST-REx-ID: 1353 | OA
Barto, Libor, and Alexandr Kazda. “Deciding Absorption.” International Journal of Algebra and Computation, vol. 26, no. 5, World Scientific Publishing, 2016, pp. 1033–60, doi:10.1142/S0218196716500430.
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2016 | Journal Article | IST-REx-ID: 1377 | OA
Kolmogorov, Vladimir, et al. “Total Variation on a Tree.” SIAM Journal on Imaging Sciences, vol. 9, no. 2, Society for Industrial and Applied Mathematics , 2016, pp. 605–36, doi:10.1137/15M1010257.
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2016 | Journal Article | IST-REx-ID: 1612 | OA
Kazda, Alexandr. “CSP for Binary Conservative Relational Structures.” Algebra Universalis, vol. 75, no. 1, Springer, 2016, pp. 75–84, doi:10.1007/s00012-015-0358-8.
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2015 | Conference Paper | IST-REx-ID: 1636 | OA
Kolmogorov, Vladimir, et al. Effectiveness of Structural Restrictions for Hybrid CSPs. Vol. 9472, Springer, 2015, pp. 566–77, doi:10.1007/978-3-662-48971-0_48.
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2015 | Conference Paper | IST-REx-ID: 1637 | OA
Kolmogorov, Vladimir, et al. The Complexity of General-Valued CSPs. IEEE, 2015, pp. 1246–58, doi:10.1109/FOCS.2015.80.
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2015 | Conference Paper | IST-REx-ID: 1675
Dziembowski, Stefan, et al. Proofs of Space. Vol. 9216, Springer, 2015, pp. 585–605, doi:10.1007/978-3-662-48000-7_29.
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2015 | Journal Article | IST-REx-ID: 1841 | OA
Kolmogorov, Vladimir. “A New Look at Reweighted Message Passing.” IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 37, no. 5, IEEE, 2015, pp. 919–30, doi:10.1109/TPAMI.2014.2363465.
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2015 | Conference Paper | IST-REx-ID: 1859 | OA
Shah, Neel, et al. A Multi-Plane Block-Coordinate Frank-Wolfe Algorithm for Training Structural SVMs with a Costly Max-Oracle. IEEE, 2015, pp. 2737–45, doi:10.1109/CVPR.2015.7298890.
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2015 | Journal Article | IST-REx-ID: 2271 | OA
Kolmogorov, Vladimir, et al. “The Power of Linear Programming for General-Valued CSPs.” SIAM Journal on Computing, vol. 44, no. 1, SIAM, 2015, pp. 1–36, doi:10.1137/130945648.
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2014 | Conference Paper | IST-REx-ID: 2275 | OA
Olsson, Carl, et al. Partial Enumeration and Curvature Regularization. IEEE, 2014, pp. 2936–43, doi:10.1109/ICCV.2013.365.
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2014 | Working Paper | IST-REx-ID: 7038 | OA
Huszár, Kristóf, and Michal Rolinek. Playful Math - An Introduction to Mathematical Games. IST Austria.
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2013 | Conference Paper | IST-REx-ID: 2270 | OA
Bachrach, Yoram, et al. Optimal Coalition Structures in Cooperative Graph Games. AAAI Press, 2013, pp. 81–87.
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2013 | Conference Paper | IST-REx-ID: 2272 | OA
Takhanov, Rustem, and Vladimir Kolmogorov. “Inference Algorithms for Pattern-Based CRFs on Sequence Data.” ICML’13 Proceedings of the 30th International Conference on International, vol. 28, no. 3, International Machine Learning Society, 2013, pp. 145–53.
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2013 | Report | IST-REx-ID: 2273 | OA
Kolmogorov, Vladimir. Reweighted Message Passing Revisited. IST Austria, 2013.
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2013 | Report | IST-REx-ID: 2274 | OA
Dziembowski, Stefan, et al. Proofs of Space. IST Austria, 2013.
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2013 | Conference Paper | IST-REx-ID: 2276 | OA
Gridchyn, Igor, and Vladimir Kolmogorov. Potts Model, Parametric Maxflow and k-Submodular Functions. IEEE, 2013, pp. 2320–27, doi:10.1109/ICCV.2013.288.
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2013 | Conference Paper | IST-REx-ID: 2518 | OA
Kolmogorov, Vladimir. The Power of Linear Programming for Finite-Valued CSPs: A Constructive Characterization. Vol. 7965, no. 1, Springer, 2013, pp. 625–36, doi:10.1007/978-3-642-39206-1_53.
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2013 | Journal Article | IST-REx-ID: 2828 | OA
Kolmogorov, Vladimir, and Stanislav Živný. “The Complexity of Conservative Valued CSPs.” Journal of the ACM, vol. 60, no. 2, 10, ACM, 2013, doi:10.1145/2450142.2450146.
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2013 | Conference Paper | IST-REx-ID: 2901 | OA
Chen, Chao, et al. Computing the M Most Probable Modes of a Graphical Model. Vol. 31, JMLR, 2013, pp. 161–69.
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2012 | Technical Report | IST-REx-ID: 5396 | OA
Korc, Filip, et al. Approximating Marginals Using Discrete Energy Minimization. IST Austria, 2012, doi:10.15479/AT:IST-2012-0003.
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2012 | Preprint | IST-REx-ID: 2928 | OA
Kolmogorov, Vladimir, and Thomas Schoenemann. “Generalized Sequential Tree-Reweighted Message Passing.” ArXiv, ArXiv, 2012.
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2012 | Conference Paper | IST-REx-ID: 2930 | OA
Huber, Anna, and Vladimir Kolmogorov. Towards Minimizing K-Submodular Functions. Vol. 7422, Springer, 2012, pp. 451–62, doi:10.1007/978-3-642-32147-4_40.
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2012 | Journal Article | IST-REx-ID: 2931
Torresani, Lorenzo, et al. “A Dual Decomposition Approach to Feature Correspondence.” IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 35, no. 2, IEEE, 2012, pp. 259–71, doi:10.1109/TPAMI.2012.105.
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2012 | Journal Article | IST-REx-ID: 3117 | OA
Kolmogorov, Vladimir. “Minimizing a Sum of Submodular Functions.” Discrete Applied Mathematics, vol. 160, no. 15, Elsevier, 2012, pp. 2246–58, doi:10.1016/j.dam.2012.05.025.
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2012 | Conference Paper | IST-REx-ID: 3124 | OA
Korc, Filip, et al. Approximating Marginals Using Discrete Energy Minimization. ICML, 2012.
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2012 | Journal Article | IST-REx-ID: 3257 | OA
Kolmogorov, Vladimir. “Generalized Roof Duality and Bisubmodular Functions.” Discrete Applied Mathematics, vol. 160, no. 4–5, Elsevier, 2012, pp. 416–26, doi:10.1016/j.dam.2011.10.026.
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