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60 Publications


2020 | Journal Article | IST-REx-ID: 7925 | OA
Shehu Y, Gibali A. 2020. New inertial relaxed method for solving split feasibilities. Optimization Letters.
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2020 | Journal Article | IST-REx-ID: 6593 | OA
Shehu Y, Li X-H, Dong Q-L. 2020. An efficient projection-type method for monotone variational inequalities in Hilbert spaces. Numerical Algorithms. 84, 365–388.
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2020 | Journal Article | IST-REx-ID: 8077 | OA
Shehu Y, Iyiola OS. 2020. Projection methods with alternating inertial steps for variational inequalities: Weak and linear convergence. Applied Numerical Mathematics. 157, 315–337.
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2020 | Journal Article | IST-REx-ID: 8196 | OA
Shehu Y, Dong Q-L, Liu L-L, Yao J-C. 2020. New strong convergence method for the sum of two maximal monotone operators. Optimization and Engineering.
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2020 | Journal Article | IST-REx-ID: 7161
Shehu Y, Gibali A, Sagratella S. 2020. Inertial projection-type methods for solving quasi-variational inequalities in real Hilbert spaces. Journal of Optimization Theory and Applications. 184, 877–894.
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2020 | Journal Article | IST-REx-ID: 7577
Shehu Y, Iyiola OS. 2020. Weak convergence for variational inequalities with inertial-type method. Applicable Analysis., 1–25.
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2019 | Journal Article | IST-REx-ID: 7412 | OA
Achlioptas D, Iliopoulos F, Kolmogorov V. 2019. A local lemma for focused stochastical algorithms. SIAM Journal on Computing. 48(5), 1583–1602.
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2019 | Conference Paper | IST-REx-ID: 7468 | OA
Swoboda P, Kolmogorov V. 2019. Map inference via block-coordinate Frank-Wolfe algorithm. Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. CVPR: Conference on Computer Vision and Pattern Recognition vol. 2019–June. 11138–11147.
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2019 | Conference Paper | IST-REx-ID: 7639
Rannen-Triki A, Berman M, Kolmogorov V, Blaschko MB. 2019. Function norms for neural networks. Proceedings of the 2019 International Conference on Computer Vision Workshop. ICCVW: International Conference on Computer Vision Workshop 748–752.
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2019 | Journal Article | IST-REx-ID: 6596 | OA
Shehu Y. 2019. Convergence results of forward-backward algorithms for sum of monotone operators in Banach spaces. Results in Mathematics. 74(4).
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2019 | Conference Paper | IST-REx-ID: 6725 | OA
Kolmogorov V. 2019. Testing the complexity of a valued CSP language. 46th International Colloquium on Automata, Languages and Programming. ICALP 2019: International Colloquim on Automata, Languages and Programming, LIPIcs, vol. 132. 77:1-77:12.
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2019 | Journal Article | IST-REx-ID: 7000 | OA
Shehu Y, Iyiola OS, Li X-H, Dong Q-L. 2019. Convergence analysis of projection method for variational inequalities. Computational and Applied Mathematics. 38(4).
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2018 | Research Data | IST-REx-ID: 5573 | OA
Alhaija H, Sellent A, Kondermann D, Rother C. 2018. Graph matching problems for GraphFlow – 6D Large Displacement Scene Flow, IST Austria,p.
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2018 | Journal Article | IST-REx-ID: 5975 | OA
Kolmogorov V. 2018. Commutativity in the algorithmic Lovász local lemma. SIAM Journal on Computing. 47(6), 2029–2056.
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2018 | Journal Article | IST-REx-ID: 6032 | OA
Kazda A, Kolmogorov V, Rolinek M. 2018. Even delta-matroids and the complexity of planar boolean CSPs. ACM Transactions on Algorithms. 15(2).
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2018 | Conference Paper | IST-REx-ID: 273 | OA
Mohapatra P, Rolinek M, Jawahar CV, Kolmogorov V, Kumar MP. 2018. Efficient optimization for rank-based loss functions. 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition. CVPR: Conference on Computer Vision and Pattern Recognition 3693–3701.
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2018 | Journal Article | IST-REx-ID: 703 | OA
Shekhovtsov A, Swoboda P, Savchynskyy B. 2018. Maximum persistency via iterative relaxed inference with graphical models. IEEE Transactions on Pattern Analysis and Machine Intelligence. 40(7), 1668–1682.
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2018 | Journal Article | IST-REx-ID: 18 | OA
Kolmogorov V, Rolinek M. 2018. Superconcentrators of density 25.3. Ars Combinatoria. 141(10), 269–304.
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2018 | Conference Paper | IST-REx-ID: 193 | OA
Alwen JF, Gazi P, Kamath Hosdurg C, Klein K, Osang GF, Pietrzak KZ, Reyzin L, Rolinek M, Rybar M. 2018. On the memory hardness of data independent password hashing functions. Proceedings of the 2018 on Asia Conference on Computer and Communication Security. ASIACCS: Asia Conference on Computer and Communications Security 51–65.
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2018 | Conference Paper | IST-REx-ID: 5978 | OA
Haller S, Swoboda P, Savchynskyy B. 2018. Exact MAP-inference by confining combinatorial search with LP relaxation. Proceedings of the 32st AAAI Conference on Artificial Intelligence. AAAI: Conference on Artificial Intelligence 6581–6588.
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2017 | Research Data | IST-REx-ID: 5561 | OA
Kainmueller D, Jug F, Rother C, Meyers G. 2017. Graph matching problems for annotating C. Elegans, IST Austria,p.
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2017 | Conference Paper | IST-REx-ID: 274 | OA
Kolmogorov V. 2017. A faster approximation algorithm for the Gibbs partition function. Proceedings of the 31st Conference On Learning Theory. COLT: Annual Conference on Learning Theory vol. 75. 228–249.
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2017 | Conference Paper | IST-REx-ID: 641
Trajkovska V, Swoboda P, Åström F, Petra S. 2017. Graphical model parameter learning by inverse linear programming. SSVM: Scale Space and Variational Methods in Computer Vision, LNCS, vol. 10302. 323–334.
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2017 | Journal Article | IST-REx-ID: 644 | OA
Kolmogorov V, Krokhin A, Rolinek M. 2017. The complexity of general-valued CSPs. SIAM Journal on Computing. 46(3), 1087–1110.
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2017 | Conference Paper | IST-REx-ID: 646 | OA
Kuske J, Swoboda P, Petra S. 2017. A novel convex relaxation for non binary discrete tomography. SSVM: Scale Space and Variational Methods in Computer Vision, LNCS, vol. 10302. 235–246.
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2017 | Conference Paper | IST-REx-ID: 915 | OA
Swoboda P, Andres B. 2017. A message passing algorithm for the minimum cost multicut problem. CVPR: Computer Vision and Pattern Recognition vol. 2017. 4990–4999.
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2017 | Conference Paper | IST-REx-ID: 916 | OA
Swoboda P, Rother C, Abu Alhaija C, Kainmueller D, Savchynskyy B. 2017. A study of lagrangean decompositions and dual ascent solvers for graph matching. CVPR: Computer Vision and Pattern Recognition vol. 2017. 7062–7071.
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2017 | Conference Paper | IST-REx-ID: 917 | OA
Swoboda P, Kuske J, Savchynskyy B. 2017. A dual ascent framework for Lagrangean decomposition of combinatorial problems. CVPR: Computer Vision and Pattern Recognition vol. 2017. 4950–4960.
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2017 | Thesis | IST-REx-ID: 992 | OA
Rolinek M. 2017. Complexity of constraint satisfaction, IST Austria, 97p.
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2017 | Conference Paper | IST-REx-ID: 1192 | OA
Kazda A, Kolmogorov V, Rolinek M. 2017. Even delta-matroids and the complexity of planar Boolean CSPs. SODA: Symposium on Discrete Algorithms 307–326.
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2016 | Research Data | IST-REx-ID: 5557 | OA
Swoboda P. 2016. Synthetic discrete tomography problems, IST Austria,p.
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2016 | Journal Article | IST-REx-ID: 1612 | OA
Kazda A. 2016. CSP for binary conservative relational structures. Algebra Universalis. 75(1), 75–84.
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2016 | Journal Article | IST-REx-ID: 1794 | OA
Kolmogorov V, Takhanov R. 2016. Inference algorithms for pattern-based CRFs on sequence data. Algorithmica. 76(1), 17–46.
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2016 | Conference Paper | IST-REx-ID: 1193 | OA
Kolmogorov V. 2016. Commutativity in the algorithmic Lovasz local lemma. Proceedings - Annual IEEE Symposium on Foundations of Computer Science. FOCS: Foundations of Computer Science vol. 2016–December. 7782993.
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2016 | Conference Paper | IST-REx-ID: 1231 | OA
Alwen JF, Chen B, Kamath Hosdurg C, Kolmogorov V, Pietrzak KZ, Tessaro S. 2016. On the complexity of scrypt and proofs of space in the parallel random oracle model. EUROCRYPT: Theory and Applications of Cryptographic Techniques, LNCS, vol. 9666. 358–387.
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2016 | Journal Article | IST-REx-ID: 1353 | OA
Barto L, Kazda A. 2016. Deciding absorption. International Journal of Algebra and Computation. 26(5), 1033–1060.
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2016 | Journal Article | IST-REx-ID: 1377 | OA
Kolmogorov V, Pock T, Rolinek M. 2016. Total variation on a tree. SIAM Journal on Imaging Sciences. 9(2), 605–636.
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2015 | Journal Article | IST-REx-ID: 2271 | OA
Kolmogorov V, Thapper J, Živný S. 2015. The power of linear programming for general-valued CSPs. SIAM Journal on Computing. 44(1), 1–36.
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2015 | Conference Paper | IST-REx-ID: 1636 | OA
Kolmogorov V, Rolinek M, Takhanov R. 2015. Effectiveness of structural restrictions for hybrid CSPs. 9472, 566–577.
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2015 | Conference Paper | IST-REx-ID: 1637 | OA
Kolmogorov V, Krokhin A, Rolinek M. 2015. The complexity of general-valued CSPs. FOCS: Foundations of Computer Science, 56th Annual Symposium on Foundations of Computer Science, 1246–1258.
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2015 | Conference Paper | IST-REx-ID: 1675
Dziembowski S, Faust S, Kolmogorov V, Pietrzak KZ. 2015. Proofs of space. 9216, 585–605.
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2015 | Journal Article | IST-REx-ID: 1841 | OA
Kolmogorov V. 2015. A new look at reweighted message passing. IEEE Transactions on Pattern Analysis and Machine Intelligence. 37(5), 919–930.
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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. CVPR: Computer Vision and Pattern Recognition 2737–2745.
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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. ICCV: International Conference on Computer Vision 2936–2943.
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2014 | Working Paper | IST-REx-ID: 7038 | OA
Huszár K, Rolinek M. Playful Math - An introduction to mathematical games, IST Austria, 5p.
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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. AAAI: Conference on Artificial Intelligence 81–87.
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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. ICML’13 Proceedings of the 30th International Conference on International. ICML: International Conference on Machine Learning, JMLR, vol. 28. 145–153.
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2013 | Report | IST-REx-ID: 2273 | OA
Kolmogorov V. 2013. Reweighted message passing revisited, IST Austria,p.
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2013 | Report | IST-REx-ID: 2274 | OA
Dziembowski S, Faust S, Kolmogorov V, Pietrzak KZ. 2013. Proofs of Space, IST Austria,p.
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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. ICCV: International Conference on Computer Vision 2320–2327.
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