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61 Publications

2019 | Journal Article | IST-REx-ID: 6596 | OA
Shehu, Yekini. “Convergence Results of Forward-Backward Algorithms for Sum of Monotone Operators in Banach Spaces.” Results in Mathematics 74, no. 4 (2019). https://doi.org/10.1007/s00025-019-1061-4.
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2019 | Conference Paper | IST-REx-ID: 6725 | OA
Kolmogorov, Vladimir. “Testing the Complexity of a Valued CSP Language.” In 46th International Colloquium on Automata, Languages and Programming, 132:77:1-77:12. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2019. https://doi.org/10.4230/LIPICS.ICALP.2019.77.
View | Files available | DOI | arXiv
 
2019 | Journal Article | IST-REx-ID: 7000 | OA
Shehu, Yekini, Olaniyi S. Iyiola, Xiao-Huan Li, and Qiao-Li Dong. “Convergence Analysis of Projection Method for Variational Inequalities.” Computational and Applied Mathematics 38, no. 4 (2019). https://doi.org/10.1007/s40314-019-0955-9.
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2018 | Research Data | IST-REx-ID: 5573 | OA
Alhaija, Hassan, Anita Sellent, Daniel Kondermann, and Carsten Rother. Graph Matching Problems for GraphFlow – 6D Large Displacement Scene Flow. IST Austria, 2018. https://doi.org/10.15479/AT:ISTA:82.
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2018 | Journal Article | IST-REx-ID: 5975 | OA
Kolmogorov, Vladimir. “Commutativity in the Algorithmic Lovász Local Lemma.” SIAM Journal on Computing 47, no. 6 (2018): 2029–56. https://doi.org/10.1137/16m1093306.
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2018 | Journal Article | IST-REx-ID: 6032 | OA
Kazda, Alexandr, Vladimir Kolmogorov, and Michal Rolinek. “Even Delta-Matroids and the Complexity of Planar Boolean CSPs.” ACM Transactions on Algorithms 15, no. 2 (2018). https://doi.org/10.1145/3230649.
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2018 | Conference Paper | IST-REx-ID: 273 | OA
Mohapatra, Pritish, Michal Rolinek, C V Jawahar, Vladimir Kolmogorov, and M Pawan Kumar. “Efficient Optimization for Rank-Based Loss Functions.” In 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 3693–3701. IEEE, 2018. https://doi.org/10.1109/cvpr.2018.00389.
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2018 | Journal Article | IST-REx-ID: 703 | OA
Shekhovtsov, Alexander, Paul Swoboda, and Bogdan Savchynskyy. “Maximum Persistency via Iterative Relaxed Inference with Graphical Models.” IEEE Transactions on Pattern Analysis and Machine Intelligence 40, no. 7 (2018): 1668–82. https://doi.org/10.1109/TPAMI.2017.2730884.
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2018 | Journal Article | IST-REx-ID: 18 | OA
Kolmogorov, Vladimir, and Michal Rolinek. “Superconcentrators of Density 25.3.” Ars Combinatoria 141, no. 10 (2018): 269–304.
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2018 | Conference Paper | IST-REx-ID: 193 | OA
Alwen, Joel F, Peter Gazi, Chethan Kamath Hosdurg, Karen Klein, Georg F Osang, Krzysztof Z Pietrzak, Lenoid Reyzin, Michal Rolinek, and Michal Rybar. “On the Memory Hardness of Data Independent Password Hashing Functions.” In Proceedings of the 2018 on Asia Conference on Computer and Communication Security, 51–65. ACM, 2018. https://doi.org/10.1145/3196494.3196534.
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2018 | Conference Paper | IST-REx-ID: 5978 | OA
Haller, Stefan, Paul Swoboda, and Bogdan Savchynskyy. “Exact MAP-Inference by Confining Combinatorial Search with LP Relaxation.” In Proceedings of the 32st AAAI Conference on Artificial Intelligence, 6581–88. AAAI, 2018.
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2017 | Research Data | IST-REx-ID: 5561 | OA
Kainmueller, Dagmar, Florian Jug, Carsten Rother, and Gene Meyers. Graph Matching Problems for Annotating C. Elegans. IST Austria, 2017. https://doi.org/10.15479/AT:ISTA:57.
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2017 | Conference Paper | IST-REx-ID: 274 | OA
Kolmogorov, Vladimir. “A Faster Approximation Algorithm for the Gibbs Partition Function.” In Proceedings of the 31st Conference On Learning Theory, 75:228–49. PMLR, 2017.
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2017 | Conference Paper | IST-REx-ID: 641
Trajkovska, Vera, Paul Swoboda, Freddie Åström, and Stefanie Petra. “Graphical Model Parameter Learning by Inverse Linear Programming.” edited by François Lauze, Yiqiu Dong, and Anders Bjorholm Dahl, 10302:323–34. Springer, 2017. https://doi.org/10.1007/978-3-319-58771-4_26.
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2017 | Journal Article | IST-REx-ID: 644 | OA
Kolmogorov, Vladimir, Andrei Krokhin, and Michal Rolinek. “The Complexity of General-Valued CSPs.” SIAM Journal on Computing 46, no. 3 (2017): 1087–1110. https://doi.org/10.1137/16M1091836.
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2017 | Conference Paper | IST-REx-ID: 646 | OA
Kuske, Jan, Paul Swoboda, and Stefanie Petra. “A Novel Convex Relaxation for Non Binary Discrete Tomography.” edited by François Lauze, Yiqiu Dong, and Anders Bjorholm Dahl, 10302:235–46. Springer, 2017. https://doi.org/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,” 2017:4990–99. IEEE, 2017. https://doi.org/10.1109/CVPR.2017.530.
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2017 | Conference Paper | IST-REx-ID: 916 | OA
Swoboda, Paul, Carsten Rother, Carsten Abu Alhaija, Dagmar Kainmueller, and Bogdan Savchynskyy. “A Study of Lagrangean Decompositions and Dual Ascent Solvers for Graph Matching,” 2017:7062–71. IEEE, 2017. https://doi.org/10.1109/CVPR.2017.747.
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2017 | Conference Paper | IST-REx-ID: 917 | OA
Swoboda, Paul, Jan Kuske, and Bogdan Savchynskyy. “A Dual Ascent Framework for Lagrangean Decomposition of Combinatorial Problems,” 2017:4950–60. IEEE, 2017. https://doi.org/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. https://doi.org/10.15479/AT:ISTA:th_815.
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2017 | Conference Paper | IST-REx-ID: 1192 | OA
Kazda, Alexandr, Vladimir Kolmogorov, and Michal Rolinek. “Even Delta-Matroids and the Complexity of Planar Boolean CSPs,” 307–26. SIAM, 2017. https://doi.org/10.1137/1.9781611974782.20.
View | Files available | DOI | Download Submitted Version (ext.)
 
2016 | Research Data | IST-REx-ID: 5557 | OA
Swoboda, Paul. Synthetic Discrete Tomography Problems. IST Austria, 2016. https://doi.org/10.15479/AT:ISTA:46.
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2016 | Journal Article | IST-REx-ID: 1612 | OA
Kazda, Alexandr. “CSP for Binary Conservative Relational Structures.” Algebra Universalis 75, no. 1 (2016): 75–84. https://doi.org/10.1007/s00012-015-0358-8.
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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 76, no. 1 (2016): 17–46. https://doi.org/10.1007/s00453-015-0017-7.
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2016 | Conference Paper | IST-REx-ID: 1193 | OA
Kolmogorov, Vladimir. “Commutativity in the Algorithmic Lovasz Local Lemma.” In Proceedings - Annual IEEE Symposium on Foundations of Computer Science, 2016–December:7782993. IEEE, 2016. https://doi.org/10.1109/FOCS.2016.88.
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2016 | Conference Paper | IST-REx-ID: 1231 | OA
Alwen, Joel F, Binyi Chen, Chethan Kamath Hosdurg, Vladimir Kolmogorov, Krzysztof Z Pietrzak, and Stefano Tessaro. “On the Complexity of Scrypt and Proofs of Space in the Parallel Random Oracle Model,” 9666:358–87. Springer, 2016. https://doi.org/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 26, no. 5 (2016): 1033–60. https://doi.org/10.1142/S0218196716500430.
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2016 | Journal Article | IST-REx-ID: 1377 | OA
Kolmogorov, Vladimir, Thomas Pock, and Michal Rolinek. “Total Variation on a Tree.” SIAM Journal on Imaging Sciences 9, no. 2 (2016): 605–36. https://doi.org/10.1137/15M1010257.
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2015 | Journal Article | IST-REx-ID: 2271 | OA
Kolmogorov, Vladimir, Johan Thapper, and Stanislav Živný. “The Power of Linear Programming for General-Valued CSPs.” SIAM Journal on Computing 44, no. 1 (2015): 1–36. https://doi.org/10.1137/130945648.
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2015 | Conference Paper | IST-REx-ID: 1636 | OA
Kolmogorov, Vladimir, Michal Rolinek, and Rustem Takhanov. “Effectiveness of Structural Restrictions for Hybrid CSPs.” Lecture Notes in Computer Science. Springer, 2015. https://doi.org/10.1007/978-3-662-48971-0_48.
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2015 | Conference Paper | IST-REx-ID: 1637 | OA
Kolmogorov, Vladimir, Andrei Krokhin, and Michal Rolinek. “The Complexity of General-Valued CSPs,” 1246–58. IEEE, 2015. https://doi.org/10.1109/FOCS.2015.80.
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2015 | Conference Paper | IST-REx-ID: 1675
Dziembowski, Stefan, Sebastian Faust, Vladimir Kolmogorov, and Krzysztof Z Pietrzak. “Proofs of Space.” Lecture Notes in Computer Science. Springer, 2015. https://doi.org/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 37, no. 5 (2015): 919–30. https://doi.org/10.1109/TPAMI.2014.2363465.
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2015 | Conference Paper | IST-REx-ID: 1859 | OA
Shah, Neel, Vladimir Kolmogorov, and Christoph Lampert. “A Multi-Plane Block-Coordinate Frank-Wolfe Algorithm for Training Structural SVMs with a Costly Max-Oracle,” 2737–45. IEEE, 2015. https://doi.org/10.1109/CVPR.2015.7298890.
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2014 | Conference Paper | IST-REx-ID: 2275 | OA
Olsson, Carl, Johannes Ulen, Yuri Boykov, and Vladimir Kolmogorov. “Partial Enumeration and Curvature Regularization,” 2936–43. IEEE, 2014. https://doi.org/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, n.d.
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2013 | Conference Paper | IST-REx-ID: 2270 | OA
Bachrach, Yoram, Pushmeet Kohli, Vladimir Kolmogorov, and Morteza Zadimoghaddam. “Optimal Coalition Structures in Cooperative Graph Games,” 81–87. AAAI Press, 2013.
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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.” In ICML’13 Proceedings of the 30th International Conference on International, 28:145–53. International Machine Learning Society, 2013.
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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, Sebastian Faust, Vladimir Kolmogorov, and Krzysztof Z Pietrzak. 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,” 2320–27. IEEE, 2013. https://doi.org/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,” 7965:625–36. Springer, 2013. https://doi.org/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 60, no. 2 (2013). https://doi.org/10.1145/2450142.2450146.
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2013 | Conference Paper | IST-REx-ID: 2901 | OA
Chen, Chao, Vladimir Kolmogorov, Zhu Yan, Dimitris Metaxas, and Christoph Lampert. “Computing the M Most Probable Modes of a Graphical Model,” 31:161–69. JMLR, 2013.
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2012 | Technical Report | IST-REx-ID: 5396 | OA
Korc, Filip, Vladimir Kolmogorov, and Christoph Lampert. Approximating Marginals Using Discrete Energy Minimization. IST Austria, 2012. https://doi.org/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,” 7422:451–62. Springer, 2012. https://doi.org/10.1007/978-3-642-32147-4_40.
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2012 | Journal Article | IST-REx-ID: 2931
Torresani, Lorenzo, Vladimir Kolmogorov, and Carsten Rother. “A Dual Decomposition Approach to Feature Correspondence.” IEEE Transactions on Pattern Analysis and Machine Intelligence 35, no. 2 (2012): 259–71. https://doi.org/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 160, no. 15 (2012): 2246–58. https://doi.org/10.1016/j.dam.2012.05.025.
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2012 | Conference Paper | IST-REx-ID: 3124 | OA
Korc, Filip, Vladimir Kolmogorov, and Christoph Lampert. “Approximating Marginals Using Discrete Energy Minimization.” ICML, 2012.
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