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60 Publications


2013 | Conference Paper | IST-REx-ID: 2518 | OA
Kolmogorov V. 2013. The power of linear programming for finite-valued CSPs: A constructive characterization. ICALP: Automata, Languages and Programming, LNCS, vol. 7965. 625–636.
View | Files available | DOI | Download Preprint (ext.) | arXiv
 

2013 | Journal Article | IST-REx-ID: 2828 | OA
Kolmogorov V, Živný S. 2013. The complexity of conservative valued CSPs. Journal of the ACM. 60(2), 10.
View | DOI | Download Preprint (ext.) | arXiv
 

2013 | Conference Paper | IST-REx-ID: 2901 | OA
Chen C, Kolmogorov V, Yan Z, Metaxas D, Lampert C. 2013. Computing the M most probable modes of a graphical model. AISTATS: Conference on Uncertainty in Artificial Intelligence, JMLR: W&CP, vol. 31. 161–169.
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2012 | Technical Report | IST-REx-ID: 5396 | OA
Korc F, Kolmogorov V, Lampert C. 2012. Approximating marginals using discrete energy minimization, IST Austria, 13p.
View | Files available | DOI
 

2012 | Preprint | IST-REx-ID: 2928 | OA
Kolmogorov V, Schoenemann T. 2012. Generalized sequential tree-reweighted message passing. arXiv.
View | Download Preprint (ext.) | arXiv
 

2012 | Conference Paper | IST-REx-ID: 2930 | OA
Huber A, Kolmogorov V. 2012. Towards minimizing k-submodular functions. ISCO: International Symposium on Combinatorial Optimization, LNCS, vol. 7422. 451–462.
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2012 | Journal Article | IST-REx-ID: 2931
Torresani L, Kolmogorov V, Rother C. 2012. A dual decomposition approach to feature correspondence. IEEE Transactions on Pattern Analysis and Machine Intelligence. 35(2), 259–271.
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2012 | Journal Article | IST-REx-ID: 3117 | OA
Kolmogorov V. 2012. Minimizing a sum of submodular functions. Discrete Applied Mathematics. 160(15), 2246–2258.
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2012 | Conference Paper | IST-REx-ID: 3124 | OA
Korc F, Kolmogorov V, Lampert C. 2012. Approximating marginals using discrete energy minimization. ICML: International Conference on Machine Learning, Inferning 2012,
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2012 | Journal Article | IST-REx-ID: 3257 | OA
Kolmogorov V. 2012. Generalized roof duality and bisubmodular functions. Discrete Applied Mathematics. 160(4–5), 416–426.
View | Files available | DOI | Download Preprint (ext.) | arXiv
 

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