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59 Publications

2017 | Conference Paper | IST-REx-ID: 1192
Kazda, A., Kolmogorov, V., & Rolinek, M. (2017). Even delta-matroids and the complexity of planar Boolean CSPs (pp. 307–326). Presented at the SODA: Symposium on Discrete Algorithms, Barcelona, Spain: SIAM. https://doi.org/10.1137/1.9781611974782.20
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2017 | Journal Article | IST-REx-ID: 644   OA
Kolmogorov, V., Krokhin, A., & Rolinek, M. (2017). The complexity of general-valued CSPs. SIAM Journal on Computing, 46(3), 1087–1110. https://doi.org/10.1137/16M1091836
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2017 | Conference Paper | IST-REx-ID: 916   OA
Swoboda, P., Rother, C., Abu Alhaija, C., Kainmueller, D., & Savchynskyy, B. (2017). A study of lagrangean decompositions and dual ascent solvers for graph matching (Vol. 2017, pp. 7062–7071). Presented at the CVPR: Computer Vision and Pattern Recognition, Honolulu, HA, United States: IEEE. https://doi.org/10.1109/CVPR.2017.747
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2017 | Thesis | IST-REx-ID: 992   OA
Rolinek, M. (2017). Complexity of constraint satisfaction. IST Austria. https://doi.org/10.15479/AT:ISTA:th_815
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2017 | Conference Paper | IST-REx-ID: 917   OA
Swoboda, P., Kuske, J., & Savchynskyy, B. (2017). A dual ascent framework for Lagrangean decomposition of combinatorial problems (Vol. 2017, pp. 4950–4960). Presented at the CVPR: Computer Vision and Pattern Recognition, Honolulu, HA, United States: IEEE. https://doi.org/10.1109/CVPR.2017.526
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2017 | Conference Paper | IST-REx-ID: 641
Trajkovska, V., Swoboda, P., Åström, F., & Petra, S. (2017). Graphical model parameter learning by inverse linear programming. In F. Lauze, Y. Dong, & A. Bjorholm Dahl (Eds.) (Vol. 10302, pp. 323–334). Presented at the SSVM: Scale Space and Variational Methods in Computer Vision, Kolding, Denmark: Springer. https://doi.org/10.1007/978-3-319-58771-4_26
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2017 | Conference Paper | IST-REx-ID: 646   OA
Kuske, J., Swoboda, P., & Petra, S. (2017). A novel convex relaxation for non binary discrete tomography. In F. Lauze, Y. Dong, & A. Bjorholm Dahl (Eds.) (Vol. 10302, pp. 235–246). Presented at the SSVM: Scale Space and Variational Methods in Computer Vision, Kolding, Denmark: Springer. https://doi.org/10.1007/978-3-319-58771-4_19
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2017 | Research Data | IST-REx-ID: 5561   OA
Kainmueller, D., Jug, F., Rother, C., & Meyers, G. (2017). Graph matching problems for annotating C. Elegans. IST Austria. https://doi.org/10.15479/AT:ISTA:57
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2017 | Conference Paper | IST-REx-ID: 274   OA
Kolmogorov, V. (2017). A faster approximation algorithm for the Gibbs partition function. In Proceedings of the 31st Conference On Learning Theory (Vol. 75, pp. 228–249). PMLR.
View | Files available | arXiv
 
2016 | Conference Paper | IST-REx-ID: 1231   OA
Alwen, J. F., Chen, B., Kamath Hosdurg, C., Kolmogorov, V., Pietrzak, K. Z., & Tessaro, S. (2016). On the complexity of scrypt and proofs of space in the parallel random oracle model (Vol. 9666, pp. 358–387). Presented at the EUROCRYPT: Theory and Applications of Cryptographic Techniques, Vienna, Austria: Springer. https://doi.org/10.1007/978-3-662-49896-5_13
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2016 | Journal Article | IST-REx-ID: 1612   OA
Kazda, A. (2016). CSP for binary conservative relational structures. Algebra Universalis, 75(1), 75–84. https://doi.org/10.1007/s00012-015-0358-8
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2016 | Journal Article | IST-REx-ID: 1794
Kolmogorov, V., & Takhanov, R. (2016). Inference algorithms for pattern-based CRFs on sequence data. Algorithmica, 76(1), 17–46. https://doi.org/10.1007/s00453-015-0017-7
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2016 | Conference Paper | IST-REx-ID: 1193   OA
Kolmogorov, V. (2016). Commutativity in the algorithmic Lovasz local lemma. In Proceedings - Annual IEEE Symposium on Foundations of Computer Science (Vol. 2016–December, p. 7782993). New Brunswick, NJ, USA : IEEE. https://doi.org/10.1109/FOCS.2016.88
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2016 | Journal Article | IST-REx-ID: 1377   OA
Kolmogorov, V., Pock, T., & Rolinek, M. (2016). Total variation on a tree. SIAM Journal on Imaging Sciences, 9(2), 605–636. https://doi.org/10.1137/15M1010257
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2016 | Journal Article | IST-REx-ID: 1353   OA
Barto, L., & Kazda, A. (2016). Deciding absorption. International Journal of Algebra and Computation, 26(5), 1033–1060. https://doi.org/10.1142/S0218196716500430
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2016 | Research Data | IST-REx-ID: 5557   OA
Swoboda, P. (2016). Synthetic discrete tomography problems. IST Austria. https://doi.org/10.15479/AT:ISTA:46
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2015 | Conference Paper | IST-REx-ID: 1636   OA
Kolmogorov, V., Rolinek, M., & Takhanov, R. (2015). Effectiveness of structural restrictions for hybrid CSPs. Presented at the ISAAC: International Symposium on Algorithms and Computation, Nagoya, Japan: Springer. https://doi.org/10.1007/978-3-662-48971-0_48
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2015 | Journal Article | IST-REx-ID: 1841   OA
Kolmogorov, V. (2015). A new look at reweighted message passing. IEEE Transactions on Pattern Analysis and Machine Intelligence, 37(5), 919–930. https://doi.org/10.1109/TPAMI.2014.2363465
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2015 | Conference Paper | IST-REx-ID: 1675
Dziembowski, S., Faust, S., Kolmogorov, V., & Pietrzak, K. Z. (2015). Proofs of space. Presented at the CRYPTO: International Cryptology Conference, Santa Barbara, CA, United States: Springer. https://doi.org/10.1007/978-3-662-48000-7_29
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2015 | Conference Paper | IST-REx-ID: 1637
Kolmogorov, V., Krokhin, A., & Rolinek, M. (2015). The complexity of general-valued CSPs (pp. 1246–1258). Presented at the FOCS: Foundations of Computer Science, Berkeley, CA, United States: IEEE. https://doi.org/10.1109/FOCS.2015.80
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