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57 Publications


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 | 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: 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 | 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 | 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 | 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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2017 | Conference Paper | IST-REx-ID: 274   OA
A faster approximation algorithm for the Gibbs partition function
V. Kolmogorov, in:, Proceedings of the 31st Conference On Learning Theory, PMLR, 2017, pp. 228–249.
View | Files available | arXiv
 

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.
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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 | 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 | 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: 1675
Proofs of space
S. Dziembowski, S. Faust, V. Kolmogorov, K.Z. Pietrzak, 9216 (2015) 585–605.
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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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