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59 Publications

2015 | Conference Paper | IST-REx-ID: 1859   OA
Shah, N., Kolmogorov, V., & Lampert, C. (2015). A multi-plane block-coordinate Frank-Wolfe algorithm for training structural SVMs with a costly max-oracle (pp. 2737–2745). Presented at the CVPR: Computer Vision and Pattern Recognition, Boston, MA, USA: IEEE. https://doi.org/10.1109/CVPR.2015.7298890
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2015 | Journal Article | IST-REx-ID: 2271
Kolmogorov, V., Thapper, J., & Živný, S. (2015). The power of linear programming for general-valued CSPs. SIAM Journal on Computing, 44(1), 1–36. https://doi.org/10.1137/130945648
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2014 | Working Paper | IST-REx-ID: 7038   OA
Huszár, K., & Rolinek, M. (n.d.). Playful Math - An introduction to mathematical games. IST Austria.
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2014 | Conference Paper | IST-REx-ID: 2275   OA
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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2013 | Conference Paper | IST-REx-ID: 2272   OA
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: International Machine Learning Society.
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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
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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
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2013 | Report | IST-REx-ID: 2273   OA
Kolmogorov, V. (2013). Reweighted message passing revisited. IST Austria.
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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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2013 | Report | IST-REx-ID: 2274   OA
Dziembowski, S., Faust, S., Kolmogorov, V., & Pietrzak, K. Z. (2013). Proofs of Space. IST Austria.
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2013 | Conference Paper | IST-REx-ID: 2270   OA
Bachrach, Y., Kohli, P., Kolmogorov, V., & Zadimoghaddam, M. (2013). Optimal Coalition Structures in Cooperative Graph Games (pp. 81–87). Presented at the AAAI: Conference on Artificial Intelligence, Bellevue, WA, United States: AAAI Press.
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2013 | Conference Paper | IST-REx-ID: 2276   OA
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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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
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 | 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 | 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
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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 | Preprint | IST-REx-ID: 2928   OA
Kolmogorov, V., & Schoenemann, T. (2012). Generalized sequential tree-reweighted message passing. ArXiv. ArXiv.
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