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53 Publications

2017 | Conference Paper | IST-REx-ID: 646   OA
J. Kuske, P. Swoboda, and S. Petra, “A novel convex relaxation for non binary discrete tomography,” presented at the SSVM: Scale Space and Variational Methods in Computer Vision, Kolding, Denmark, 2017, vol. 10302, pp. 235–246.
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2017 | Conference Paper | IST-REx-ID: 274   OA
V. Kolmogorov, “A faster approximation algorithm for the Gibbs partition function,” presented at the COLT: Annual Conference on Learning Theory , 2017, pp. 1–17.
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2017 | Research Data | IST-REx-ID: 5561   OA
D. Kainmueller, F. Jug, C. Rother, and G. Meyers, Graph matching problems for annotating C. Elegans. IST Austria, 2017.
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2016 | Conference Paper | IST-REx-ID: 1231   OA
J. F. Alwen, B. Chen, C. Kamath Hosdurg, V. Kolmogorov, K. Z. Pietrzak, and S. Tessaro, “On the complexity of scrypt and proofs of space in the parallel random oracle model,” presented at the EUROCRYPT: Theory and Applications of Cryptographic Techniques, Vienna, Austria, 2016, vol. 9666, pp. 358–387.
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2016 | Journal Article | IST-REx-ID: 1612   OA
A. Kazda, “CSP for binary conservative relational structures,” Algebra Universalis, vol. 75, no. 1, pp. 75–84, 2016.
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2016 | Journal Article | IST-REx-ID: 1794
V. Kolmogorov and R. Takhanov, “Inference algorithms for pattern-based CRFs on sequence data,” Algorithmica, vol. 76, no. 1, pp. 17–46, 2016.
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2016 | Conference Paper | IST-REx-ID: 1193
V. Kolmogorov, “Commutativity in the algorithmic Lovasz local lemma,” in Proceedings - Annual IEEE Symposium on Foundations of Computer Science, New Brunswick, NJ, USA , 2016, vol. 2016–December.
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2016 | Journal Article | IST-REx-ID: 1377   OA
V. Kolmogorov, T. Pock, and M. Rolinek, “Total variation on a tree,” SIAM Journal on Imaging Sciences, vol. 9, no. 2, pp. 605–636, 2016.
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2016 | Journal Article | IST-REx-ID: 1353   OA
L. Barto and A. Kazda, “Deciding absorption,” International Journal of Algebra and Computation, vol. 26, no. 5, pp. 1033–1060, 2016.
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2016 | Research Data | IST-REx-ID: 5557   OA
P. Swoboda, Synthetic discrete tomography problems. IST Austria, 2016.
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2015 | Conference Paper | IST-REx-ID: 1636   OA
V. Kolmogorov, M. Rolinek, and R. Takhanov, “Effectiveness of structural restrictions for hybrid CSPs,” vol. 9472. Springer, pp. 566–577, 2015.
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2015 | Journal Article | IST-REx-ID: 1841   OA
V. Kolmogorov, “A new look at reweighted message passing,” IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 37, no. 5, pp. 919–930, 2015.
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2015 | Conference Paper | IST-REx-ID: 1675
S. Dziembowski, S. Faust, V. Kolmogorov, and K. Z. Pietrzak, “Proofs of space,” vol. 9216. Springer, pp. 585–605, 2015.
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2015 | Conference Paper | IST-REx-ID: 1637
V. Kolmogorov, A. Krokhin, and M. Rolinek, “The complexity of general-valued CSPs,” presented at the FOCS: Foundations of Computer Science, Berkeley, CA, United States, 2015, pp. 1246–1258.
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2015 | Conference Paper | IST-REx-ID: 1859   OA
N. Shah, V. Kolmogorov, and C. Lampert, “A multi-plane block-coordinate Frank-Wolfe algorithm for training structural SVMs with a costly max-oracle,” presented at the CVPR: Computer Vision and Pattern Recognition, Boston, MA, USA, 2015, pp. 2737–2745.
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2015 | Journal Article | IST-REx-ID: 2271
V. Kolmogorov, J. Thapper, and S. Živný, “The power of linear programming for general-valued CSPs,” SIAM Journal on Computing, vol. 44, no. 1, pp. 1–36, 2015.
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2014 | Working Paper | IST-REx-ID: 7038   OA
K. Huszár and M. Rolinek, Playful Math - An introduction to mathematical games. IST Austria.
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2014 | Conference Paper | IST-REx-ID: 2275   OA
C. Olsson, J. Ulen, Y. Boykov, and V. Kolmogorov, “Partial enumeration and curvature regularization,” presented at the ICCV: International Conference on Computer Vision, Sydney, Australia, 2014, pp. 2936–2943.
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2013 | Conference Paper | IST-REx-ID: 2272   OA
R. Takhanov and V. Kolmogorov, “Inference algorithms for pattern-based CRFs on sequence data,” in ICML’13 Proceedings of the 30th International Conference on International, Atlanta, GA, USA, 2013, vol. 28, no. 3, pp. 145–153.
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2013 | Conference Paper | IST-REx-ID: 2518   OA
V. Kolmogorov, “The power of linear programming for finite-valued CSPs: A constructive characterization,” presented at the ICALP: Automata, Languages and Programming, Riga, Latvia, 2013, vol. 7965, no. 1, pp. 625–636.
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2013 | Journal Article | IST-REx-ID: 2828   OA
V. Kolmogorov and S. Živný, “The complexity of conservative valued CSPs,” Journal of the ACM, vol. 60, no. 2, 2013.
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2013 | Report | IST-REx-ID: 2273   OA
V. Kolmogorov, Reweighted message passing revisited. IST Austria, 2013.
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2013 | Conference Paper | IST-REx-ID: 2901   OA
C. Chen, V. Kolmogorov, Z. Yan, D. Metaxas, and C. Lampert, “Computing the M most probable modes of a graphical model,” presented at the AISTATS: Conference on Uncertainty in Artificial Intelligence, Scottsdale, AZ, United States, 2013, vol. 31, pp. 161–169.
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2013 | Report | IST-REx-ID: 2274   OA
S. Dziembowski, S. Faust, V. Kolmogorov, and K. Z. Pietrzak, Proofs of Space. IST Austria, 2013.
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2013 | Conference Paper | IST-REx-ID: 2270   OA
Y. Bachrach, P. Kohli, V. Kolmogorov, and M. Zadimoghaddam, “Optimal Coalition Structures in Cooperative Graph Games,” presented at the AAAI: Conference on Artificial Intelligence, Bellevue, WA, United States, 2013, pp. 81–87.
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2013 | Conference Paper | IST-REx-ID: 2276   OA
I. Gridchyn and V. Kolmogorov, “Potts model, parametric maxflow and k-submodular functions,” presented at the ICCV: International Conference on Computer Vision, Sydney, Australia, 2013, pp. 2320–2327.
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2012 | Journal Article | IST-REx-ID: 2931
L. Torresani, V. Kolmogorov, and C. Rother, “A dual decomposition approach to feature correspondence,” IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 35, no. 2, pp. 259–271, 2012.
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2012 | Journal Article | IST-REx-ID: 3117   OA
V. Kolmogorov, “Minimizing a sum of submodular functions,” Discrete Applied Mathematics, vol. 160, no. 15, pp. 2246–2258, 2012.
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2012 | Conference Paper | IST-REx-ID: 3124
F. Korc, V. Kolmogorov, and C. Lampert, “Approximating marginals using discrete energy minimization,” presented at the ICML: International Conference on Machine Learning, Edinburgh, Scotland, 2012.
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2012 | Technical Report | IST-REx-ID: 5396   OA
F. Korc, V. Kolmogorov, and C. Lampert, Approximating marginals using discrete energy minimization. IST Austria, 2012.
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2012 | Journal Article | IST-REx-ID: 3257   OA
V. Kolmogorov, “Generalized roof duality and bisubmodular functions,” Discrete Applied Mathematics, vol. 160, no. 4–5, pp. 416–426, 2012.
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2012 | Preprint | IST-REx-ID: 2928   OA
V. Kolmogorov and T. Schoenemann, “Generalized sequential tree-reweighted message passing,” arXiv. ArXiv, 2012.
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2012 | Conference Paper | IST-REx-ID: 2930   OA
A. Huber and V. Kolmogorov, “Towards minimizing k-submodular functions,” presented at the ISCO: International Symposium on Combinatorial Optimization, Athens, Greece, 2012, vol. 7422, pp. 451–462.
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