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69 Publications
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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| arXiv
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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| arXiv
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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| arXiv
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.
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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| arXiv
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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| arXiv
V. Kolmogorov, in:, Springer, 2013, pp. 625–636.
2012 | Preprint | IST-REx-ID: 2928 |
Generalized sequential tree-reweighted message passing
V. Kolmogorov, T. Schoenemann, ArXiv (2012).
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| arXiv
V. Kolmogorov, T. Schoenemann, ArXiv (2012).
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 | 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 | 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 | 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 | 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.