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58 Publications

2017 | Journal Article | IST-REx-ID: 644   OA
V. Kolmogorov, A. Krokhin, and M. Rolinek, “The complexity of general-valued CSPs,” SIAM Journal on Computing, vol. 46, no. 3, pp. 1087–1110, 2017.
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2017 | Conference Paper | IST-REx-ID: 916   OA
P. Swoboda, C. Rother, C. Abu Alhaija, D. Kainmueller, and B. Savchynskyy, “A study of lagrangean decompositions and dual ascent solvers for graph matching,” presented at the CVPR: Computer Vision and Pattern Recognition, Honolulu, HA, United States, 2017, vol. 2017, pp. 7062–7071.
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2017 | Thesis | IST-REx-ID: 992   OA
M. Rolinek, Complexity of constraint satisfaction. IST Austria, 2017.
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2017 | Conference Paper | IST-REx-ID: 917   OA
P. Swoboda, J. Kuske, and B. Savchynskyy, “A dual ascent framework for Lagrangean decomposition of combinatorial problems,” presented at the CVPR: Computer Vision and Pattern Recognition, Honolulu, HA, United States, 2017, vol. 2017, pp. 4950–4960.
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2017 | Conference Paper | IST-REx-ID: 641
V. Trajkovska, P. Swoboda, F. Åström, and S. Petra, “Graphical model parameter learning by inverse linear programming,” presented at the SSVM: Scale Space and Variational Methods in Computer Vision, Kolding, Denmark, 2017, vol. 10302, pp. 323–334.
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2017 | Conference Paper | IST-REx-ID: 646   OA
J. Kuske, P. Swoboda, and S. Petra, “A novel convex relaxation for non binary discrete tomography,” presented at the SSVM: Scale Space and Variational Methods in Computer Vision, Kolding, Denmark, 2017, vol. 10302, pp. 235–246.
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2017 | Research Data | IST-REx-ID: 5561   OA
D. Kainmueller, F. Jug, C. Rother, and G. Meyers, Graph matching problems for annotating C. Elegans. IST Austria, 2017.
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2017 | Conference Paper | IST-REx-ID: 274   OA
V. Kolmogorov, “A faster approximation algorithm for the Gibbs partition function,” in Proceedings of the 31st Conference On Learning Theory, 2017, vol. 75, pp. 228–249.
View | Files available | arXiv
 
2016 | Conference Paper | IST-REx-ID: 1231   OA
J. F. Alwen, B. Chen, C. Kamath Hosdurg, V. Kolmogorov, K. Z. Pietrzak, and S. Tessaro, “On the complexity of scrypt and proofs of space in the parallel random oracle model,” presented at the EUROCRYPT: Theory and Applications of Cryptographic Techniques, Vienna, Austria, 2016, vol. 9666, pp. 358–387.
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2016 | Journal Article | IST-REx-ID: 1612   OA
A. Kazda, “CSP for binary conservative relational structures,” Algebra Universalis, vol. 75, no. 1, pp. 75–84, 2016.
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2016 | Journal Article | IST-REx-ID: 1794
V. Kolmogorov and R. Takhanov, “Inference algorithms for pattern-based CRFs on sequence data,” Algorithmica, vol. 76, no. 1, pp. 17–46, 2016.
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2016 | Conference Paper | IST-REx-ID: 1193   OA
V. Kolmogorov, “Commutativity in the algorithmic Lovasz local lemma,” in Proceedings - Annual IEEE Symposium on Foundations of Computer Science, New Brunswick, NJ, USA , 2016, vol. 2016–December, p. 7782993.
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2016 | Journal Article | IST-REx-ID: 1377   OA
V. Kolmogorov, T. Pock, and M. Rolinek, “Total variation on a tree,” SIAM Journal on Imaging Sciences, vol. 9, no. 2, pp. 605–636, 2016.
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2016 | Journal Article | IST-REx-ID: 1353   OA
L. Barto and A. Kazda, “Deciding absorption,” International Journal of Algebra and Computation, vol. 26, no. 5, pp. 1033–1060, 2016.
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2016 | Research Data | IST-REx-ID: 5557   OA
P. Swoboda, Synthetic discrete tomography problems. IST Austria, 2016.
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2015 | Conference Paper | IST-REx-ID: 1636   OA
V. Kolmogorov, M. Rolinek, and R. Takhanov, “Effectiveness of structural restrictions for hybrid CSPs,” vol. 9472. Springer, pp. 566–577, 2015.
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2015 | Journal Article | IST-REx-ID: 1841   OA
V. Kolmogorov, “A new look at reweighted message passing,” IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 37, no. 5, pp. 919–930, 2015.
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2015 | Conference Paper | IST-REx-ID: 1675
S. Dziembowski, S. Faust, V. Kolmogorov, and K. Z. Pietrzak, “Proofs of space,” vol. 9216. Springer, pp. 585–605, 2015.
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2015 | Conference Paper | IST-REx-ID: 1637
V. Kolmogorov, A. Krokhin, and M. Rolinek, “The complexity of general-valued CSPs,” presented at the FOCS: Foundations of Computer Science, Berkeley, CA, United States, 2015, pp. 1246–1258.
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2015 | Conference Paper | IST-REx-ID: 1859   OA
N. Shah, V. Kolmogorov, and C. Lampert, “A multi-plane block-coordinate Frank-Wolfe algorithm for training structural SVMs with a costly max-oracle,” presented at the CVPR: Computer Vision and Pattern Recognition, Boston, MA, USA, 2015, pp. 2737–2745.
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