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72 Publications
2018 | Conference Paper | IST-REx-ID: 193 | 
On the memory hardness of data independent password hashing functions
J.F. Alwen, P. Gazi, C. Kamath Hosdurg, K. Klein, G.F. Osang, K.Z. Pietrzak, L. Reyzin, M. Rolinek, M. Rybar, in:, Proceedings of the 2018 on Asia Conference on Computer and Communication Security, ACM, 2018, pp. 51–65.
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J.F. Alwen, P. Gazi, C. Kamath Hosdurg, K. Klein, G.F. Osang, K.Z. Pietrzak, L. Reyzin, M. Rolinek, M. Rybar, in:, Proceedings of the 2018 on Asia Conference on Computer and Communication Security, ACM, 2018, pp. 51–65.
2018 | Conference Paper | IST-REx-ID: 273 |
Efficient optimization for rank-based loss functions
P. Mohapatra, M. Rolinek, C.V. Jawahar, V. Kolmogorov, M.P. Kumar, in:, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, IEEE, 2018, pp. 3693–3701.
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P. Mohapatra, M. Rolinek, C.V. Jawahar, V. Kolmogorov, M.P. Kumar, in:, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, IEEE, 2018, pp. 3693–3701.
2018 | Research Data | IST-REx-ID: 5573 |
Graph matching problems for GraphFlow – 6D Large Displacement Scene Flow
H. Alhaija, A. Sellent, D. Kondermann, C. Rother, (2018).
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H. Alhaija, A. Sellent, D. Kondermann, C. Rother, (2018).
2018 | Journal Article | IST-REx-ID: 5975 |
Commutativity in the algorithmic Lovász local lemma
V. Kolmogorov, SIAM Journal on Computing 47 (2018) 2029–2056.
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V. Kolmogorov, SIAM Journal on Computing 47 (2018) 2029–2056.
2018 | Conference Paper | IST-REx-ID: 5978 |
Exact MAP-inference by confining combinatorial search with LP relaxation
S. Haller, P. Swoboda, B. Savchynskyy, in:, Proceedings of the 32st AAAI Conference on Artificial Intelligence, AAAI Press, 2018, pp. 6581–6588.
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S. Haller, P. Swoboda, B. Savchynskyy, in:, Proceedings of the 32st AAAI Conference on Artificial Intelligence, AAAI Press, 2018, pp. 6581–6588.
2018 | Journal Article | IST-REx-ID: 6032 |
Even delta-matroids and the complexity of planar boolean CSPs
A. Kazda, V. Kolmogorov, M. Rolinek, ACM Transactions on Algorithms 15 (2018).
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A. Kazda, V. Kolmogorov, M. Rolinek, ACM Transactions on Algorithms 15 (2018).
2018 | Journal Article | IST-REx-ID: 703 |
Maximum persistency via iterative relaxed inference with graphical models
A. Shekhovtsov, P. Swoboda, B. Savchynskyy, IEEE Transactions on Pattern Analysis and Machine Intelligence 40 (2018) 1668–1682.
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A. Shekhovtsov, P. Swoboda, B. Savchynskyy, IEEE Transactions on Pattern Analysis and Machine Intelligence 40 (2018) 1668–1682.
2017 | Conference Paper | IST-REx-ID: 274 |
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.
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V. Kolmogorov, in:, Proceedings of the 31st Conference On Learning Theory, PMLR, 2017, pp. 228–249.
2017 | Research Data | IST-REx-ID: 5561 |
Graph matching problems for annotating C. Elegans
D. Kainmueller, F. Jug, C. Rother, G. Meyers, (2017).
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D. Kainmueller, F. Jug, C. Rother, G. Meyers, (2017).
2017 | Conference Paper | IST-REx-ID: 1192 |
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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A. Kazda, V. Kolmogorov, M. Rolinek, in:, SIAM, 2017, pp. 307–326.
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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V. Trajkovska, P. Swoboda, F. Åström, S. Petra, in:, F. Lauze, Y. Dong, A. Bjorholm Dahl (Eds.), Springer, 2017, pp. 323–334.
2017 | Journal Article | IST-REx-ID: 644 |
The complexity of general-valued CSPs
V. Kolmogorov, A. Krokhin, M. Rolinek, SIAM Journal on Computing 46 (2017) 1087–1110.
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V. Kolmogorov, A. Krokhin, M. Rolinek, SIAM Journal on Computing 46 (2017) 1087–1110.
2017 | Conference Paper | IST-REx-ID: 646 |
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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J. Kuske, P. Swoboda, S. Petra, in:, F. Lauze, Y. Dong, A. Bjorholm Dahl (Eds.), Springer, 2017, pp. 235–246.
2017 | Conference Paper | IST-REx-ID: 916 |
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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P. Swoboda, C. Rother, C. Abu Alhaija, D. Kainmueller, B. Savchynskyy, in:, IEEE, 2017, pp. 7062–7071.
2017 | Thesis | IST-REx-ID: 992 |
Complexity of constraint satisfaction
M. Rolinek, Complexity of Constraint Satisfaction, IST Austria, 2017.
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M. Rolinek, Complexity of Constraint Satisfaction, IST Austria, 2017.
2017 | Conference Paper | IST-REx-ID: 915 |
A message passing algorithm for the minimum cost multicut problem
P. Swoboda, B. Andres, in:, IEEE, 2017, pp. 4990–4999.
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P. Swoboda, B. Andres, in:, IEEE, 2017, pp. 4990–4999.
2017 | Conference Paper | IST-REx-ID: 917 |
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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P. Swoboda, J. Kuske, B. Savchynskyy, in:, IEEE, 2017, pp. 4950–4960.
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.
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 | Research Data | IST-REx-ID: 5557 |
Synthetic discrete tomography problems
P. Swoboda, (2016).
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P. Swoboda, (2016).
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.
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 | 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 | 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: 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.
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.
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.
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.
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 | 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 | 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.
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 | Conference Paper | IST-REx-ID: 2276 |
Potts model, parametric maxflow and k-submodular functions
I. Gridchyn, V. Kolmogorov, in:, IEEE, 2013, pp. 2320–2327.
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I. Gridchyn, V. Kolmogorov, in:, IEEE, 2013, pp. 2320–2327.
2013 | Conference Paper | IST-REx-ID: 2518 |
The power of linear programming for finite-valued CSPs: A constructive characterization
V. Kolmogorov, in:, Springer, 2013, pp. 625–636.
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V. Kolmogorov, in:, Springer, 2013, pp. 625–636.
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.
2012 | Conference Paper | IST-REx-ID: 2930 |
Towards minimizing k-submodular functions
A. Huber, V. Kolmogorov, in:, Springer, 2012, pp. 451–462.
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A. Huber, V. Kolmogorov, in:, Springer, 2012, pp. 451–462.
2012 | Preprint | IST-REx-ID: 2928 |
Generalized sequential tree-reweighted message passing
V. Kolmogorov, T. Schoenemann, ArXiv (2012).
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V. Kolmogorov, T. Schoenemann, ArXiv (2012).
2012 | Journal Article | IST-REx-ID: 2931
A dual decomposition approach to feature correspondence
L. Torresani, V. Kolmogorov, C. Rother, IEEE Transactions on Pattern Analysis and Machine Intelligence 35 (2012) 259–271.
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L. Torresani, V. Kolmogorov, C. Rother, IEEE Transactions on Pattern Analysis and Machine Intelligence 35 (2012) 259–271.
2012 | Journal Article | IST-REx-ID: 3117 |
Minimizing a sum of submodular functions
V. Kolmogorov, Discrete Applied Mathematics 160 (2012) 2246–2258.
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V. Kolmogorov, Discrete Applied Mathematics 160 (2012) 2246–2258.
2012 | Journal Article | IST-REx-ID: 3257 |
Generalized roof duality and bisubmodular functions
V. Kolmogorov, Discrete Applied Mathematics 160 (2012) 416–426.
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V. Kolmogorov, Discrete Applied Mathematics 160 (2012) 416–426.
2012 | Conference Paper | IST-REx-ID: 3124 |
Approximating marginals using discrete energy minimization
F. Korc, V. Kolmogorov, C. Lampert, in:, ICML, 2012.
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F. Korc, V. Kolmogorov, C. Lampert, in:, ICML, 2012.
2012 | Technical Report | IST-REx-ID: 5396 |
Approximating marginals using discrete energy minimization
F. Korc, V. Kolmogorov, C. Lampert, Approximating Marginals Using Discrete Energy Minimization, IST Austria, 2012.
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F. Korc, V. Kolmogorov, C. Lampert, Approximating Marginals Using Discrete Energy Minimization, IST Austria, 2012.