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Mikhail Karapetyants

Ivan Sergeev

Vladimir Kolmogorov

Martin Dvorak

Pavel Arkhipov

Jeferson Zapata

Paul Swoboda

Nasim Samei

Neel Shah

Alexandr Kazda

Senanayak Karri

Michal Rolinek

Rustem Takhanov

Yekini Shehu



77 Publications

2019 | Published | Journal Article | IST-REx-ID: 7000 | OA
Convergence analysis of projection method for variational inequalities
Y. Shehu, O.S. Iyiola, X.-H. Li, Q.-L. Dong, Computational and Applied Mathematics 38 (2019).
[Published Version] View | DOI | Download Published Version (ext.) | WoS | arXiv
 
2019 | Published | Conference Paper | IST-REx-ID: 7468 | OA
Map inference via block-coordinate Frank-Wolfe algorithm
Swoboda, Paul, Map inference via block-coordinate Frank-Wolfe algorithm. Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2019-June. 2019
[Preprint] View | DOI | Download Preprint (ext.) | WoS | arXiv
 
2019 | Published | Journal Article | IST-REx-ID: 6596 | OA
Convergence results of forward-backward algorithms for sum of monotone operators in Banach spaces
Y. Shehu, Results in Mathematics 74 (2019).
[Published Version] View | Files available | DOI | WoS | arXiv
 
2018 | Published | Book Chapter | IST-REx-ID: 10864 | OA
Absorption and directed Jónsson terms
A. Kazda, M. Kozik, R. McKenzie, M. Moore, in:, J. Czelakowski (Ed.), Don Pigozzi on Abstract Algebraic Logic, Universal Algebra, and Computer Science, Springer Nature, Cham, 2018, pp. 203–220.
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 
2018 | Published | Journal Article | IST-REx-ID: 18 | OA
Superconcentrators of density 25.3
V. Kolmogorov, M. Rolinek, Ars Combinatoria 141 (2018) 269–304.
[Preprint] View | Download Preprint (ext.) | WoS | arXiv
 
2018 | Research Data | IST-REx-ID: 5573 | OA
Graph matching problems for GraphFlow – 6D Large Displacement Scene Flow
H. Alhaija, A. Sellent, D. Kondermann, C. Rother, (2018).
[Published Version] View | Files available | DOI
 
2018 | Published | Conference Paper | IST-REx-ID: 5978 | OA
Exact MAP-inference by confining combinatorial search with LP relaxation
S. Haller, P. Swoboda, B. Savchynskyy, in:, Proceedings of the 32st AAAI Conference on Artificial Intelligence, AAAI Press, 2018, pp. 6581–6588.
[Preprint] View | Download Preprint (ext.) | WoS | arXiv
 
2018 | Published | Journal Article | IST-REx-ID: 703 | OA
Maximum persistency via iterative relaxed inference with graphical models
A. Shekhovtsov, P. Swoboda, B. Savchynskyy, IEEE Transactions on Pattern Analysis and Machine Intelligence 40 (2018) 1668–1682.
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 
2018 | Published | Conference Paper | IST-REx-ID: 273 | OA
Efficient optimization for rank-based loss functions
P. Mohapatra, M. Rolinek, C.V. Jawahar, V. Kolmogorov, M.P. Kumar, in:, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, IEEE, 2018, pp. 3693–3701.
[Preprint] View | DOI | Download Preprint (ext.) | WoS | arXiv
 
2018 | Published | Conference Paper | IST-REx-ID: 193 | OA
On the memory hardness of data independent password hashing functions
J.F. Alwen, P. Gazi, C. Kamath Hosdurg, K. Klein, G.F. Osang, K.Z. Pietrzak, L. Reyzin, M. Rolinek, M. Rybar, in:, Proceedings of the 2018 on Asia Conference on Computer and Communication Security, ACM, 2018, pp. 51–65.
[Submitted Version] View | DOI | Download Submitted Version (ext.) | WoS
 
2018 | Published | Journal Article | IST-REx-ID: 5975 | OA
Commutativity in the algorithmic Lovász local lemma
V. Kolmogorov, SIAM Journal on Computing 47 (2018) 2029–2056.
[Preprint] View | Files available | DOI | Download Preprint (ext.) | WoS | arXiv
 
2018 | Published | Journal Article | IST-REx-ID: 6032 | OA
Even delta-matroids and the complexity of planar boolean CSPs
A. Kazda, V. Kolmogorov, M. Rolinek, ACM Transactions on Algorithms 15 (2018).
[Preprint] View | Files available | DOI | Download Preprint (ext.) | WoS | arXiv
 
2017 | Research Data | IST-REx-ID: 5561 | OA
Graph matching problems for annotating C. Elegans
D. Kainmueller, F. Jug, C. Rother, G. Meyers, (2017).
[Published Version] View | Files available | DOI
 
2017 | Published | Conference Paper | IST-REx-ID: 641
Graphical model parameter learning by inverse linear programming
V. Trajkovska, P. Swoboda, F. Åström, S. Petra, in:, F. Lauze, Y. Dong, A. Bjorholm Dahl (Eds.), Springer, 2017, pp. 323–334.
View | DOI
 
2017 | Published | Thesis | IST-REx-ID: 992 | OA
Complexity of constraint satisfaction
M. Rolinek, Complexity of Constraint Satisfaction, Institute of Science and Technology Austria, 2017.
[Published Version] View | Files available | DOI
 
2017 | Published | Conference Paper | IST-REx-ID: 915 | OA
A message passing algorithm for the minimum cost multicut problem
P. Swoboda, B. Andres, in:, IEEE, 2017, pp. 4990–4999.
[Submitted Version] View | Files available | DOI | WoS
 
2017 | Published | Conference Paper | IST-REx-ID: 916 | OA
A study of lagrangean decompositions and dual ascent solvers for graph matching
P. Swoboda, C. Rother, C. Abu Alhaija, D. Kainmueller, B. Savchynskyy, in:, IEEE, 2017, pp. 7062–7071.
[Submitted Version] View | Files available | DOI | WoS
 
2017 | Published | Conference Paper | IST-REx-ID: 917 | OA
A dual ascent framework for Lagrangean decomposition of combinatorial problems
P. Swoboda, J. Kuske, B. Savchynskyy, in:, IEEE, 2017, pp. 4950–4960.
[Submitted Version] View | Files available | DOI | WoS
 
2017 | Published | Conference Paper | IST-REx-ID: 274 | OA
A faster approximation algorithm for the Gibbs partition function
V. Kolmogorov, in:, Proceedings of the 31st Conference On Learning Theory, ML Research Press, 2017, pp. 228–249.
[Published Version] View | Files available | arXiv
 
2017 | Published | Journal Article | IST-REx-ID: 644 | OA
The complexity of general-valued CSPs
V. Kolmogorov, A. Krokhin, M. Rolinek, SIAM Journal on Computing 46 (2017) 1087–1110.
[Preprint] View | Files available | DOI | Download Preprint (ext.) | arXiv
 
2017 | Published | Conference Paper | IST-REx-ID: 1192 | OA
Even delta-matroids and the complexity of planar Boolean CSPs
A. Kazda, V. Kolmogorov, M. Rolinek, in:, SIAM, 2017, pp. 307–326.
[Submitted Version] View | Files available | DOI | Download Submitted Version (ext.) | WoS | arXiv
 
2017 | Published | Conference Paper | IST-REx-ID: 646 | OA
A novel convex relaxation for non binary discrete tomography
J. Kuske, P. Swoboda, S. Petra, in:, F. Lauze, Y. Dong, A. Bjorholm Dahl (Eds.), Springer, 2017, pp. 235–246.
[Submitted Version] View | DOI | Download Submitted Version (ext.) | arXiv
 
2016 | Research Data | IST-REx-ID: 5557 | OA
Synthetic discrete tomography problems
P. Swoboda, (2016).
[Published Version] View | Files available | DOI
 
2016 | Published | Journal Article | IST-REx-ID: 1794 | OA
Inference algorithms for pattern-based CRFs on sequence data
V. Kolmogorov, R. Takhanov, Algorithmica 76 (2016) 17–46.
[Preprint] View | Files available | DOI | Download Preprint (ext.) | arXiv
 
2016 | Published | Conference Paper | IST-REx-ID: 1231 | OA
On the complexity of scrypt and proofs of space in the parallel random oracle model
J.F. Alwen, B. Chen, C. Kamath Hosdurg, V. Kolmogorov, K.Z. Pietrzak, S. Tessaro, in:, Springer, 2016, pp. 358–387.
[Submitted Version] View | DOI | Download Submitted Version (ext.)
 
2016 | Published | Conference Paper | IST-REx-ID: 1193 | OA
Commutativity in the algorithmic Lovasz local lemma
V. Kolmogorov, in:, Proceedings - Annual IEEE Symposium on Foundations of Computer Science, IEEE, 2016.
[Preprint] View | Files available | DOI | Download Preprint (ext.) | arXiv
 
2016 | Published | Journal Article | IST-REx-ID: 1353 | OA
Deciding absorption
L. Barto, A. Kazda, International Journal of Algebra and Computation 26 (2016) 1033–1060.
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 
2016 | Published | Journal Article | IST-REx-ID: 1612 | OA
CSP for binary conservative relational structures
A. Kazda, Algebra Universalis 75 (2016) 75–84.
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 
2016 | Published | Journal Article | IST-REx-ID: 1377 | OA
Total variation on a tree
V. Kolmogorov, T. Pock, M. Rolinek, SIAM Journal on Imaging Sciences 9 (2016) 605–636.
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 
2015 | Published | Journal Article | IST-REx-ID: 2271 | OA
The power of linear programming for general-valued CSPs
V. Kolmogorov, J. Thapper, S. Živný, SIAM Journal on Computing 44 (2015) 1–36.
[Preprint] View | Files available | DOI | Download Preprint (ext.) | arXiv
 
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 | Journal Article | IST-REx-ID: 1841 | OA
A new look at reweighted message passing
Kolmogorov, Vladimir, A new look at reweighted message passing. IEEE Transactions on Pattern Analysis and Machine Intelligence 37 (5). 2015
[Preprint] View | Files available | DOI | Download Preprint (ext.) | arXiv
 
2015 | Published | Conference Paper | IST-REx-ID: 1675 | OA
Proofs of space
S. Dziembowski, S. Faust, V. Kolmogorov, K.Z. Pietrzak, in:, 35th Annual Cryptology Conference, Springer, 2015, pp. 585–605.
[Preprint] View | Files available | 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.) | 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.) | arXiv
 
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: 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: 2270 | OA
Optimal Coalition Structures in Cooperative Graph Games
Bachrach, Yoram, Optimal Coalition Structures in Cooperative Graph Games. 2013
[Preprint] View | Download Preprint (ext.) | arXiv
 
2013 | Published | Conference Paper | IST-REx-ID: 2901 | OA
Computing the M most probable modes of a graphical model
Chen, Chao, Computing the M most probable modes of a graphical model. 31. 2013
View | Download None (ext.)
 
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 | Draft | Report | IST-REx-ID: 2273 | OA
Reweighted message passing revisited
Kolmogorov, Vladimir, Reweighted message passing revisited. 2013
[Preprint] View | Files available | Download Preprint (ext.) | arXiv
 
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
 
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
 
2012 | Published | Journal Article | IST-REx-ID: 3257 | OA
Generalized roof duality and bisubmodular functions
V. Kolmogorov, Discrete Applied Mathematics 160 (2012) 416–426.
[Preprint] View | Files available | DOI | Download Preprint (ext.) | arXiv
 
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 | 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.) | arXiv
 
2012 | Submitted | Preprint | IST-REx-ID: 2928 | OA
Generalized sequential tree-reweighted message passing
V. Kolmogorov, T. Schoenemann, ArXiv (n.d.).
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 

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