Michal Rolínek

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	All	Since 2016
Citations	278	265
h-index	9	9
i10-index	8	8

120

201420152016201720182019202020211 3 13 39 44 44 109 15

Co-authors

Georg MartiusMax Planck Institute for Intelligent SystemsVerified email at tuebingen.mpg.de
Vladimir KolmogorovIST AustriaVerified email at ist.ac.at
Vít MusilPostdoc, Masaryk University, Brno, CzechiaVerified email at fi.muni.cz
Anselm PaulusB.Sc. Physics & B.Sc. Computer Science Student, University of TübingenVerified email at student.uni-tuebingen.de
Dominik ZietlowPhD Student, Max-Planck-Institute for Intelligent SystemsVerified email at tuebingen.mpg.de
Marin VlastelicaPhD Student in Machine Learning, Max Planck Institute for Intelligent SystemsVerified email at tuebingen.mpg.de
Andrei KrokhinProfessor of Computer Science, Durham University, UKVerified email at durham.ac.uk
C. V. JawaharCVIT, IIIT Hyderabad, IndiaVerified email at iiit.ac.in
M. Pawan KumarUniversity of Oxford; DeepMindVerified email at robots.ox.ac.uk
Josef TkadlecHarvard UniversityVerified email at fas.harvard.edu
Thomas PockProfessor of Computer Science, TU GrazVerified email at icg.tugraz.at
Leonid ReyzinAssociate Professor of Computer Science, Boston UniversityVerified email at cs.bu.edu
krzysztof pietrzakProfessor, Cryptography, IST AustriaVerified email at ist.ac.at
Peter GažiIOHK ResearchVerified email at iohk.io
Rustem TakhanovNazarbayev UniversityVerified email at nu.edu.kz
Paul SwobodaMax Planck Institute for InformaticsVerified email at mpi-inf.mpg.de
Alexandr KazdaPostdoc, IST AustriaVerified email at ist.ac.at
Brandon AmosFacebook AI (FAIR)Verified email at fb.com
Cristina PinneriPhD Student, Max Planck Institute for Intelligent Systems & ETH ZurichVerified email at tuebingen.mpg.de
Pritish MohapatraAI/ML Scientist, AI Innovation Lab, Verisk Analystics

Michal Rolínek

Max Planck Institute for Intelligent Systems

Verified email at tuebingen.mpg.de - Homepage

Machine learning discrete optimization computer vision


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
The complexity of general-valued CSPs V Kolmogorov, A Krokhin, M Rolinek SIAM Journal on Computing 46 (3), 1087-1110, 2017	70	2017
Variational autoencoders pursue pca directions (by accident) M Rolinek, D Zietlow, G Martius arXiv preprint arXiv:1812.06775, 2019	37*	2019
Differentiation of blackbox combinatorial solvers MV Pogančić, A Paulus, V Musil, G Martius, M Rolinek International Conference on Learning Representations, 2019	31*	2019
Total variation on a tree V Kolmogorov, T Pock, M Rolinek SIAM Journal on Imaging Sciences 9 (2), 605-636, 2016	31	2016
L4: Practical loss-based stepsize adaptation for deep learning M Rolinek, G Martius Advances in Neural Information Processing Systems, 6433-6443, 2018	25	2018
Efficient Optimization for Rank-based Loss Functions P Mohapatra, M Rolinek, CV Jawahar, V Kolmogorov, MP Kumar arXiv preprint arXiv:1604.08269, 2016	17	2016
On the memory-hardness of data-independent password-hashing functions J Alwen, P Gaži, C Kamath, K Klein, G Osang, K Pietrzak, L Reyzin, ... Cryptology ePrint Archive, 2016	14	2016
Effectiveness of structural restrictions for hybrid CSPs V Kolmogorov, M Rolínek, R Takhanov International Symposium on Algorithms and Computation, 566-577, 2015	12	2015
Deep graph matching via blackbox differentiation of combinatorial solvers M Rolínek, P Swoboda, D Zietlow, A Paulus, V Musil, G Martius European Conference on Computer Vision, 407-424, 2020	9	2020
Optimizing rank-based metrics with blackbox differentiation M Rolínek, V Musil, A Paulus, M Vlastelica, C Michaelis, G Martius Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020	8	2020
Even delta-matroids and the complexity of planar Boolean CSPs A Kazda, V Kolmogorov, M Rolínek ACM Transactions on Algorithms (TALG) 15 (2), 1-33, 2018	8	2018
107 Geometry Problems from AwesomeMath Year Round Program T Andreescu, M Rolinek, J Tkadlec XYZ Press, 2013	7	2013
Superconcentrators of Density 25.3 V Kolmogorov, M Rolinek arXiv preprint arXiv:1405.7828, 2014	3*	2014
The Miquel points, pseudocircumcenter, and Euler-Poncelet point of a complete quadrilateral M Rolínek, LA Dung Forum Geometricorum 14, 145–153, 2014	3	2014
106 Geometry Problems from AwesomeMath Summer Program T Andreescu, M Rolinek, J Tkadlec XYZ Press, 2013	2	2013
Playful Math–An Introduction to Mathematical Games K Huszár, M Rolínek IST Austria, 2014	1	2014
Neuro-algorithmic Policies enable Fast Combinatorial Generalization M Vlastelica, M Rolínek, G Martius arXiv preprint arXiv:2102.07456, 2021		2021
Demystifying Inductive Biases for -VAE Based Architectures D Zietlow, M Rolinek, G Martius arXiv preprint arXiv:2102.06822, 2021		2021
Sample-efficient Cross-Entropy Method for Real-time Planning C Pinneri, S Sawant, S Blaes, J Achterhold, J Stueckler, M Rolinek, ... arXiv preprint arXiv:2008.06389, 2020		2020
Differentiation of Blackbox Combinatorial Solvers. P Marin Vlastelica, A Paulus, V Musil, G Martius, M Rolínek CoRR, 2019		2019

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