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60 Publications


2020 | Journal Article | IST-REx-ID: 7925 | OA
New inertial relaxed method for solving split feasibilities
Y. Shehu, A. Gibali, Optimization Letters (2020).
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2020 | Journal Article | IST-REx-ID: 6593 | OA
An efficient projection-type method for monotone variational inequalities in Hilbert spaces
Y. Shehu, X.-H. Li, Q.-L. Dong, Numerical Algorithms 84 (2020) 365–388.
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2020 | Journal Article | IST-REx-ID: 8077 | OA
Projection methods with alternating inertial steps for variational inequalities: Weak and linear convergence
Y. Shehu, O.S. Iyiola, Applied Numerical Mathematics 157 (2020) 315–337.
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2020 | Journal Article | IST-REx-ID: 8196 | OA
New strong convergence method for the sum of two maximal monotone operators
Y. Shehu, Q.-L. Dong, L.-L. Liu, J.-C. Yao, Optimization and Engineering (2020).
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2020 | Journal Article | IST-REx-ID: 7161
Inertial projection-type methods for solving quasi-variational inequalities in real Hilbert spaces
Y. Shehu, A. Gibali, S. Sagratella, Journal of Optimization Theory and Applications 184 (2020) 877–894.
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2020 | Journal Article | IST-REx-ID: 7577
Weak convergence for variational inequalities with inertial-type method
Y. Shehu, O.S. Iyiola, Applicable Analysis (2020) 1–25.
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2019 | Journal Article | IST-REx-ID: 7412 | OA
A local lemma for focused stochastical algorithms
D. Achlioptas, F. Iliopoulos, V. Kolmogorov, SIAM Journal on Computing 48 (2019) 1583–1602.
View | DOI | Download Preprint (ext.) | arXiv
 

2019 | Conference Paper | IST-REx-ID: 7468 | OA
Map inference via block-coordinate Frank-Wolfe algorithm
P. Swoboda, V. Kolmogorov, in:, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, IEEE, 2019, pp. 11138–11147.
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2019 | Conference Paper | IST-REx-ID: 7639
Function norms for neural networks
A. Rannen-Triki, M. Berman, V. Kolmogorov, M.B. Blaschko, in:, Proceedings of the 2019 International Conference on Computer Vision Workshop, IEEE, 2019, pp. 748–752.
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2019 | Journal Article | IST-REx-ID: 6596 | OA View | Files available | DOI
 

2019 | Conference Paper | IST-REx-ID: 6725 | OA
Testing the complexity of a valued CSP language
V. Kolmogorov, in:, 46th International Colloquium on Automata, Languages and Programming, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2019, p. 77:1-77:12.
View | Files available | DOI | arXiv
 

2019 | 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).
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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, Graph Matching Problems for GraphFlow – 6D Large Displacement Scene Flow, IST Austria, 2018.
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2018 | Journal Article | IST-REx-ID: 5975 | OA
Commutativity in the algorithmic Lovász local lemma
V. Kolmogorov, SIAM Journal on Computing 47 (2018) 2029–2056.
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2018 | 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).
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2018 | 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.
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2018 | 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.
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2018 | Journal Article | IST-REx-ID: 18 | OA
Superconcentrators of density 25.3
V. Kolmogorov, M. Rolinek, Ars Combinatoria 141 (2018) 269–304.
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2018 | 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.
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2018 | 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, 2018, pp. 6581–6588.
View | Download Preprint (ext.) | arXiv
 

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