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75 Publications


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 | 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: ML Research Press.
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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.
[Published Version] View | Files available
 

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.
[Preprint] View | Download Preprint (ext.) | arXiv
 

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. IEEE. 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. Elsevier. https://doi.org/10.1016/j.dam.2012.05.025
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2012 | Journal Article | IST-REx-ID: 3257 | OA
Kolmogorov, V. (2012). Generalized roof duality and bisubmodular functions. Discrete Applied Mathematics. Elsevier. https://doi.org/10.1016/j.dam.2011.10.026
[Preprint] View | Files available | DOI | Download Preprint (ext.) | arXiv
 

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.
[Submitted Version] View | Files available
 

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
[Published Version] View | Files available | DOI
 

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