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69 Publications
2016 | Journal Article | IST-REx-ID: 1612 | 
CSP for binary conservative relational structures
A. Kazda, Algebra Universalis 75 (2016) 75–84.
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A. Kazda, Algebra Universalis 75 (2016) 75–84.
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.
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V. Kolmogorov, R. Takhanov, Algorithmica 76 (2016) 17–46.
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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V. Kolmogorov, in:, Proceedings - Annual IEEE Symposium on Foundations of Computer Science, IEEE, 2016.
2016 | Conference Paper | IST-REx-ID: 1231 |
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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J.F. Alwen, B. Chen, C. Kamath Hosdurg, V. Kolmogorov, K.Z. Pietrzak, S. Tessaro, in:, Springer, 2016, pp. 358–387.
2016 | Journal Article | IST-REx-ID: 1353 |
Deciding absorption
L. Barto, A. Kazda, International Journal of Algebra and Computation 26 (2016) 1033–1060.
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L. Barto, A. Kazda, International Journal of Algebra and Computation 26 (2016) 1033–1060.
2016 | Journal Article | IST-REx-ID: 1377 |
Total variation on a tree
V. Kolmogorov, T. Pock, M. Rolinek, SIAM Journal on Imaging Sciences 9 (2016) 605–636.
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V. Kolmogorov, T. Pock, M. Rolinek, SIAM Journal on Imaging Sciences 9 (2016) 605–636.
2015 | Conference Paper | IST-REx-ID: 1636 |
Effectiveness of structural restrictions for hybrid CSPs
V. Kolmogorov, M. Rolinek, R. Takhanov, in:, 26th International Symposium, Springer Nature, 2015, pp. 566–577.
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V. Kolmogorov, M. Rolinek, R. Takhanov, in:, 26th International Symposium, Springer Nature, 2015, pp. 566–577.
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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V. Kolmogorov, A. Krokhin, M. Rolinek, in:, IEEE, 2015, pp. 1246–1258.
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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S. Dziembowski, S. Faust, V. Kolmogorov, K.Z. Pietrzak, 9216 (2015) 585–605.
2015 | Journal Article | IST-REx-ID: 1841 |
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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V. Kolmogorov, IEEE Transactions on Pattern Analysis and Machine Intelligence 37 (2015) 919–930.
2015 | Conference Paper | IST-REx-ID: 1859 |
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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N. Shah, V. Kolmogorov, C. Lampert, in:, IEEE, 2015, pp. 2737–2745.
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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V. Kolmogorov, J. Thapper, S. Živný, SIAM Journal on Computing 44 (2015) 1–36.
2014 | Working Paper | IST-REx-ID: 7038 |
Playful Math - An introduction to mathematical games
K. Huszár, M. Rolinek, Playful Math - An Introduction to Mathematical Games, IST Austria, n.d.
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K. Huszár, M. Rolinek, Playful Math - An Introduction to Mathematical Games, IST Austria, n.d.
2014 | Conference Paper | IST-REx-ID: 2275 |
Partial enumeration and curvature regularization
C. Olsson, J. Ulen, Y. Boykov, V. Kolmogorov, in:, IEEE, 2014, pp. 2936–2943.
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C. Olsson, J. Ulen, Y. Boykov, V. Kolmogorov, in:, IEEE, 2014, pp. 2936–2943.
2013 | Journal Article | IST-REx-ID: 2828 |
The complexity of conservative valued CSPs
V. Kolmogorov, S. Živný, Journal of the ACM 60 (2013).
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V. Kolmogorov, S. Živný, Journal of the ACM 60 (2013).
2013 | Conference Paper | IST-REx-ID: 2901 |
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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C. Chen, V. Kolmogorov, Z. Yan, D. Metaxas, C. Lampert, in:, JMLR, 2013, pp. 161–169.
2013 | Conference Paper | IST-REx-ID: 2270 |
Optimal Coalition Structures in Cooperative Graph Games
Y. Bachrach, P. Kohli, V. Kolmogorov, M. Zadimoghaddam, in:, AAAI Press, 2013, pp. 81–87.
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Y. Bachrach, P. Kohli, V. Kolmogorov, M. Zadimoghaddam, in:, AAAI Press, 2013, pp. 81–87.
2013 | Conference Paper | IST-REx-ID: 2272 |
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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R. Takhanov, V. Kolmogorov, in:, ICML’13 Proceedings of the 30th International Conference on International, International Machine Learning Society, 2013, pp. 145–153.
2013 | Report | IST-REx-ID: 2273 |
Reweighted message passing revisited
V. Kolmogorov, Reweighted Message Passing Revisited, IST Austria, 2013.
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V. Kolmogorov, Reweighted Message Passing Revisited, IST Austria, 2013.
2013 | Report | IST-REx-ID: 2274 |
Proofs of Space
S. Dziembowski, S. Faust, V. Kolmogorov, K.Z. Pietrzak, Proofs of Space, IST Austria, 2013.
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S. Dziembowski, S. Faust, V. Kolmogorov, K.Z. Pietrzak, Proofs of Space, IST Austria, 2013.