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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 (Vol. 7965, pp. 625–636). Presented at the ICALP: Automata, Languages and Programming, Riga, Latvia: Springer. https://doi.org/10.1007/978-3-642-39206-1_53
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). https://doi.org/10.1145/2450142.2450146
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 (Vol. 31, pp. 161–169). Presented at the AISTATS: Conference on Uncertainty in Artificial Intelligence, Scottsdale, AZ, United States: JMLR.
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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. https://doi.org/10.15479/AT:IST-2012-0003
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2012 | Preprint | IST-REx-ID: 2928 | OA
Kolmogorov, V., & Schoenemann, T. (2012). Generalized sequential tree-reweighted message passing. ArXiv. ArXiv.
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2012 | Conference Paper | IST-REx-ID: 2930 | OA
Huber, A., & Kolmogorov, V. (2012). Towards minimizing k-submodular functions (Vol. 7422, pp. 451–462). Presented at the ISCO: International Symposium on Combinatorial Optimization, Athens, Greece: Springer. https://doi.org/10.1007/978-3-642-32147-4_40
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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. https://doi.org/10.1109/TPAMI.2012.105
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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. https://doi.org/10.1016/j.dam.2012.05.025
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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. Presented at the ICML: International Conference on Machine Learning, Edinburgh, Scotland: ICML.
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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. https://doi.org/10.1016/j.dam.2011.10.026
View | Files available | DOI | Download Preprint (ext.) | arXiv
 

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