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77 Publications
2014 | Published | Conference Paper | IST-REx-ID: 2275 | 
Olsson, C., Ulen, J., Boykov, Y., & Kolmogorov, V. (2014). Partial enumeration and curvature regularization (pp. 2936–2943). Presented at the ICCV: International Conference on Computer Vision, Sydney, Australia: IEEE. https://doi.org/10.1109/ICCV.2013.365
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2014 | Draft | Working Paper | IST-REx-ID: 7038 |
Huszár, K., & Rolinek, M. (n.d.). Playful Math - An introduction to mathematical games. IST Austria.
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2013 | Published | Conference Paper | IST-REx-ID: 2276 |
Gridchyn, I., & Kolmogorov, V. (2013). Potts model, parametric maxflow and k-submodular functions (pp. 2320–2327). Presented at the ICCV: International Conference on Computer Vision, Sydney, Australia: IEEE. https://doi.org/10.1109/ICCV.2013.288
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| arXiv
2013 | Published | Conference Paper | IST-REx-ID: 2518 |
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
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| arXiv
2013 | Published | Journal Article | IST-REx-ID: 2828 |
Kolmogorov, V., & Živný, S. (2013). The complexity of conservative valued CSPs. Journal of the ACM. ACM. https://doi.org/10.1145/2450142.2450146
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| arXiv
2013 | Published | Conference Paper | IST-REx-ID: 2270 |
Bachrach, Yoram, Optimal Coalition Structures in Cooperative Graph Games. 2013
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| arXiv
2013 | Published | Conference Paper | IST-REx-ID: 2901 |
Chen, Chao, Computing the M most probable modes of a graphical model. 31. 2013
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2013 | Published | Conference Paper | IST-REx-ID: 2272 |
Takhanov, R., & Kolmogorov, V. (2013). Inference algorithms for pattern-based CRFs on sequence data. In ICML’13 Proceedings of the 30th International Conference on International (Vol. 28, pp. 145–153). Atlanta, GA, USA: ML Research Press.
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2013 | Draft | Report | IST-REx-ID: 2273 |
Kolmogorov, Vladimir, Reweighted message passing revisited. 2013
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| arXiv
2013 | Published | Report | IST-REx-ID: 2274 |
Dziembowski, S., Faust, S., Kolmogorov, V., & Pietrzak, K. Z. (2013). Proofs of Space. IST Austria.
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2012 | Published | Journal Article | IST-REx-ID: 3117 |
Kolmogorov, V. (2012). Minimizing a sum of submodular functions. Discrete Applied Mathematics. Elsevier. https://doi.org/10.1016/j.dam.2012.05.025
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2012 | Published | Conference Paper | IST-REx-ID: 3124 |
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 | Published | Technical Report | IST-REx-ID: 5396 |
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 | Published | Journal Article | IST-REx-ID: 3257 |
Kolmogorov, V. (2012). Generalized roof duality and bisubmodular functions. Discrete Applied Mathematics. Elsevier. https://doi.org/10.1016/j.dam.2011.10.026
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| arXiv
2012 | Published | 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. IEEE. https://doi.org/10.1109/TPAMI.2012.105
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2012 | Published | Conference Paper | IST-REx-ID: 2930 |
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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| arXiv
2012 | Submitted | Preprint | IST-REx-ID: 2928 |
Kolmogorov, V., & Schoenemann, T. (n.d.). Generalized sequential tree-reweighted message passing. arXiv. https://doi.org/10.48550/arXiv.1205.6352
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| arXiv