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57 Publications

2017 | Conference Paper | IST-REx-ID: 641
Graphical model parameter learning by inverse linear programming
V. Trajkovska, P. Swoboda, F. Åström, S. Petra, in:, F. Lauze, Y. Dong, A. Bjorholm Dahl (Eds.), Springer, 2017, pp. 323–334.
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2017 | Journal Article | IST-REx-ID: 644 | OA
The complexity of general-valued CSPs
V. Kolmogorov, A. Krokhin, M. Rolinek, SIAM Journal on Computing 46 (2017) 1087–1110.
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2017 | Conference Paper | IST-REx-ID: 646 | OA
A novel convex relaxation for non binary discrete tomography
J. Kuske, P. Swoboda, S. Petra, in:, F. Lauze, Y. Dong, A. Bjorholm Dahl (Eds.), Springer, 2017, pp. 235–246.
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2017 | Conference Paper | IST-REx-ID: 915 | OA
A message passing algorithm for the minimum cost multicut problem
P. Swoboda, B. Andres, in:, IEEE, 2017, pp. 4990–4999.
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2017 | Conference Paper | IST-REx-ID: 916 | OA
A study of lagrangean decompositions and dual ascent solvers for graph matching
P. Swoboda, C. Rother, C. Abu Alhaija, D. Kainmueller, B. Savchynskyy, in:, IEEE, 2017, pp. 7062–7071.
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2017 | Conference Paper | IST-REx-ID: 917 | OA
A dual ascent framework for Lagrangean decomposition of combinatorial problems
P. Swoboda, J. Kuske, B. Savchynskyy, in:, IEEE, 2017, pp. 4950–4960.
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2017 | Thesis | IST-REx-ID: 992 | OA
Complexity of constraint satisfaction
M. Rolinek, Complexity of Constraint Satisfaction, IST Austria, 2017.
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2017 | Conference Paper | IST-REx-ID: 1192 | OA
Even delta-matroids and the complexity of planar Boolean CSPs
A. Kazda, V. Kolmogorov, M. Rolinek, in:, SIAM, 2017, pp. 307–326.
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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 | OA
Inference algorithms for pattern-based CRFs on sequence data
V. Kolmogorov, R. Takhanov, Algorithmica 76 (2016) 17–46.
View | Files available | DOI | Download Preprint (ext.) | arXiv
 
2016 | Conference Paper | IST-REx-ID: 1193 | OA
Commutativity in the algorithmic Lovasz local lemma
V. Kolmogorov, in:, Proceedings - Annual IEEE Symposium on Foundations of Computer Science, IEEE, 2016, p. 7782993.
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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: 1353 | OA
Deciding absorption
L. Barto, A. Kazda, International Journal of Algebra and Computation 26 (2016) 1033–1060.
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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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2015 | Journal Article | IST-REx-ID: 2271 | OA
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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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: 1637 | OA
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: 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: 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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