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Jeferson Zapata

Martin Dvorak

Pavel Arkhipov

Ivan Sergeev

Vladimir Kolmogorov

Mikhail Karapetyants

Nasim Samei

Neel Shah

Michal Rolinek

Yekini Shehu

Senanayak Karri

Alexandr Kazda

Rustem Takhanov

Paul Swoboda



76 Publications

2015 | Published | Conference Paper | IST-REx-ID: 1636 | OA
Effectiveness of structural restrictions for hybrid CSPs
V. Kolmogorov, M. Rolinek, R. Takhanov, in:, 26th International Symposium, Springer Nature, 2015, pp. 566–577.
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 
2015 | Published | Conference Paper | IST-REx-ID: 1637 | OA
The complexity of general-valued CSPs
V. Kolmogorov, A. Krokhin, M. Rolinek, in:, IEEE, 2015, pp. 1246–1258.
[Preprint] View | Files available | DOI | Download Preprint (ext.)
 
2015 | Published | Journal Article | IST-REx-ID: 1841 | OA
A new look at reweighted message passing
V. Kolmogorov, IEEE Transactions on Pattern Analysis and Machine Intelligence 37 (2015) 919–930.
[Preprint] View | DOI | Download Preprint (ext.)
 
2015 | Published | Conference Paper | IST-REx-ID: 1859 | OA
A multi-plane block-coordinate Frank-Wolfe algorithm for training structural SVMs with a costly max-oracle
N. Shah, V. Kolmogorov, C. Lampert, in:, IEEE, 2015, pp. 2737–2745.
[Preprint] View | DOI | Download Preprint (ext.)
 
2014 | Published | Conference Paper | IST-REx-ID: 2275 | OA
Partial enumeration and curvature regularization
C. Olsson, J. Ulen, Y. Boykov, V. Kolmogorov, in:, IEEE, 2014, pp. 2936–2943.
[Submitted Version] View | Files available | DOI
 
2014 | Draft | Working Paper | IST-REx-ID: 7038 | OA
Playful Math - An introduction to mathematical games
K. Huszár, M. Rolinek, Playful Math - An Introduction to Mathematical Games, IST Austria, n.d.
[Published Version] View | Files available
 
2013 | Published | Conference Paper | IST-REx-ID: 2270 | OA
Optimal Coalition Structures in Cooperative Graph Games
Y. Bachrach, P. Kohli, V. Kolmogorov, M. Zadimoghaddam, in:, AAAI Press, 2013, pp. 81–87.
View | Download None (ext.) | arXiv
 
2013 | Published | Conference Paper | IST-REx-ID: 2272 | OA
Inference algorithms for pattern-based CRFs on sequence data
R. Takhanov, V. Kolmogorov, in:, ICML’13 Proceedings of the 30th International Conference on International, ML Research Press, 2013, pp. 145–153.
[Submitted Version] View | Files available | Download Submitted Version (ext.)
 
2013 | Published | Report | IST-REx-ID: 2273 | OA
Reweighted message passing revisited
V. Kolmogorov, Reweighted Message Passing Revisited, IST Austria, 2013.
View | Download (ext.)
 
2013 | Published | Report | IST-REx-ID: 2274 | OA
Proofs of Space
S. Dziembowski, S. Faust, V. Kolmogorov, K.Z. Pietrzak, Proofs of Space, IST Austria, 2013.
[Published Version] View | Files available
 
2013 | Published | Conference Paper | IST-REx-ID: 2276 | OA
Potts model, parametric maxflow and k-submodular functions
I. Gridchyn, V. Kolmogorov, in:, IEEE, 2013, pp. 2320–2327.
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 
2013 | Published | Conference Paper | IST-REx-ID: 2518 | OA
The power of linear programming for finite-valued CSPs: A constructive characterization
V. Kolmogorov, in:, Springer, 2013, pp. 625–636.
[Preprint] View | Files available | DOI | Download Preprint (ext.) | arXiv
 
2013 | Published | Journal Article | IST-REx-ID: 2828 | OA
The complexity of conservative valued CSPs
V. Kolmogorov, S. Živný, Journal of the ACM 60 (2013).
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 
2013 | Published | Conference Paper | IST-REx-ID: 2901 | OA
Computing the M most probable modes of a graphical model
C. Chen, V. Kolmogorov, Z. Yan, D. Metaxas, C. Lampert, in:, JMLR, 2013, pp. 161–169.
View | Download None (ext.)
 
2012 | Published | Preprint | IST-REx-ID: 2928 | OA
Generalized sequential tree-reweighted message passing
V. Kolmogorov, T. Schoenemann, ArXiv (2012).
[Preprint] View | Download Preprint (ext.) | arXiv
 
2012 | Published | Conference Paper | IST-REx-ID: 2930 | OA
Towards minimizing k-submodular functions
A. Huber, V. Kolmogorov, in:, Springer, 2012, pp. 451–462.
[Preprint] View | DOI | Download Preprint (ext.)
 
2012 | Published | Journal Article | IST-REx-ID: 2931
A dual decomposition approach to feature correspondence
L. Torresani, V. Kolmogorov, C. Rother, IEEE Transactions on Pattern Analysis and Machine Intelligence 35 (2012) 259–271.
View | DOI
 
2012 | Published | Journal Article | IST-REx-ID: 3117 | OA
Minimizing a sum of submodular functions
V. Kolmogorov, Discrete Applied Mathematics 160 (2012) 2246–2258.
[Preprint] View | DOI | Download Preprint (ext.)
 
2012 | Published | Conference Paper | IST-REx-ID: 3124 | OA
Approximating marginals using discrete energy minimization
F. Korc, V. Kolmogorov, C. Lampert, in:, ICML, 2012.
[Submitted Version] View | Files available
 
2012 | Published | Technical Report | IST-REx-ID: 5396 | OA
Approximating marginals using discrete energy minimization
F. Korc, V. Kolmogorov, C. Lampert, Approximating Marginals Using Discrete Energy Minimization, IST Austria, 2012.
[Published Version] View | Files available | DOI
 

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