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51 Publications

2017 | Research Data | IST-REx-ID: 5561   OA
Graph matching problems for annotating C. Elegans
D. Kainmueller, F. Jug, C. Rother, G. Meyers, Graph Matching Problems for Annotating C. Elegans, IST Austria, 2017.
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2016 | Conference Paper | IST-REx-ID: 1231   OA
On the complexity of scrypt and proofs of space in the parallel random oracle model
J.F. Alwen, B. Chen, C. Kamath Hosdurg, V. Kolmogorov, K.Z. Pietrzak, S. Tessaro, in:, Springer, 2016, pp. 358–387.
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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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2016 | Research Data | IST-REx-ID: 5557   OA
Synthetic discrete tomography problems
P. Swoboda, Synthetic Discrete Tomography Problems, IST Austria, 2016.
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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.
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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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