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48 Publications

2016 | Journal Article | IST-REx-ID: 1612   OA
CSP for binary conservative relational structures
A. Kazda, Algebra Universalis 75 (2016) 75–84.
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2016 | Journal Article | IST-REx-ID: 1794
Inference algorithms for pattern-based CRFs on sequence data
V. Kolmogorov, R. Takhanov, Algorithmica 76 (2016) 17–46.
View | Files available | DOI | Download (ext.) | arXiv
 
2016 | Conference Paper | IST-REx-ID: 1193
Commutativity in the algorithmic Lovasz local lemma
V. Kolmogorov, in:, Proceedings - Annual IEEE Symposium on Foundations of Computer Science, IEEE, 2016.
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2016 | Journal Article | IST-REx-ID: 1377   OA
Total variation on a tree
V. Kolmogorov, T. Pock, M. Rolinek, SIAM Journal on Imaging Sciences 9 (2016) 605–636.
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2016 | Journal Article | IST-REx-ID: 1353   OA
Deciding absorption
L. Barto, A. Kazda, International Journal of Algebra and Computation 26 (2016) 1033–1060.
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2015 | Conference Paper | IST-REx-ID: 1636   OA
Effectiveness of structural restrictions for hybrid CSPs
V. Kolmogorov, M. Rolinek, R. Takhanov, 9472 (2015) 566–577.
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2015 | Conference Paper | IST-REx-ID: 1675
Proofs of space
S. Dziembowski, S. Faust, V. Kolmogorov, K.Z. Pietrzak, 9216 (2015) 585–605.
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2015 | Journal Article | IST-REx-ID: 1841   OA
A new look at reweighted message passing
V. Kolmogorov, IEEE Transactions on Pattern Analysis and Machine Intelligence 37 (2015) 919–930.
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2015 | Conference Paper | IST-REx-ID: 1637
The complexity of general-valued CSPs
V. Kolmogorov, A. Krokhin, M. Rolinek, in:, IEEE, 2015, pp. 1246–1258.
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2015 | Conference Paper | IST-REx-ID: 1859   OA
A multi-plane block-coordinate Frank-Wolfe algorithm for training structural SVMs with a costly max-oracle
N. Shah, V. Kolmogorov, C. Lampert, in:, IEEE, 2015, pp. 2737–2745.
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2015 | Journal Article | IST-REx-ID: 2271
The power of linear programming for general-valued CSPs
V. Kolmogorov, J. Thapper, S. Živný, SIAM Journal on Computing 44 (2015) 1–36.
View | Files available | DOI | Download (ext.) | arXiv
 
2014 | Conference Paper | IST-REx-ID: 2275   OA
Partial enumeration and curvature regularization
C. Olsson, J. Ulen, Y. Boykov, V. Kolmogorov, in:, IEEE, 2014, pp. 2936–2943.
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2013 | Conference Paper | IST-REx-ID: 2272   OA
Inference algorithms for pattern-based CRFs on sequence data
R. Takhanov, V. Kolmogorov, in:, ICML’13 Proceedings of the 30th International Conference on International, International Machine Learning Society, 2013, pp. 145–153.
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2013 | Conference Paper | IST-REx-ID: 2518   OA View | Files available | DOI | Download (ext.) | arXiv
 
2013 | Journal Article | IST-REx-ID: 2828   OA
The complexity of conservative valued CSPs
V. Kolmogorov, S. Živný, Journal of the ACM 60 (2013).
View | DOI | Download (ext.) | arXiv
 
2013 | Report | IST-REx-ID: 2273   OA
Reweighted message passing revisited
V. Kolmogorov, Reweighted Message Passing Revisited, IST Austria, 2013.
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2013 | Conference Paper | IST-REx-ID: 2901   OA
Computing the M most probable modes of a graphical model
C. Chen, V. Kolmogorov, Z. Yan, D. Metaxas, C. Lampert, in:, JMLR, 2013, pp. 161–169.
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2013 | Report | IST-REx-ID: 2274   OA
Proofs of Space
S. Dziembowski, S. Faust, V. Kolmogorov, K.Z. Pietrzak, Proofs of Space, IST Austria, 2013.
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2013 | Conference Paper | IST-REx-ID: 2270   OA
Optimal Coalition Structures in Cooperative Graph Games
Y. Bachrach, P. Kohli, V. Kolmogorov, M. Zadimoghaddam, in:, AAAI Press, 2013, pp. 81–87.
View | Download (ext.) | arXiv
 
2013 | Conference Paper | IST-REx-ID: 2276   OA
Potts model, parametric maxflow and k-submodular functions
I. Gridchyn, V. Kolmogorov, in:, IEEE, 2013, pp. 2320–2327.
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