Michal Rolinek

Publication Activity (10 Years)

Years Active: 2014-2021
Publications (10 Years): 16

Top Topics

Total Variation

Integer Programming

Top Venues

Publications

Andrea Hornáková, Timo Kaiser, Paul Swoboda, Michal Rolinek, Bodo Rosenhahn, Roberto Henschel
Making Higher Order MOT Scalable: An Efficient Approximate Solver for Lifted Disjoint Paths. CoRR (2021)
Dominik Zietlow, Michal Rolinek, Georg Martius
Demystifying Inductive Biases for β-VAE Based Architectures. CoRR (2021)
Dominik Zietlow, Michal Rolinek, Georg Martius
Demystifying Inductive Biases for (Beta-)VAE Based Architectures. ICML (2021)
Anselm Paulus, Michal Rolinek, Vít Musil, Brandon Amos, Georg Martius
CombOptNet: Fit the Right NP-Hard Problem by Learning Integer Programming Constraints. ICML (2021)
Marin Vlastelica P., Michal Rolinek, Georg Martius
Neuro-algorithmic Policies Enable Fast Combinatorial Generalization. ICML (2021)
Cristina Pinneri, Shambhuraj Sawant, Sebastian Blaes, Jan Achterhold, Joerg Stueckler, Michal Rolinek, Georg Martius
Sample-efficient Cross-Entropy Method for Real-time Planning. CoRL (2020)
Marin Vlastelica Pogancic, Anselm Paulus, Vít Musil, Georg Martius, Michal Rolinek
Differentiation of Blackbox Combinatorial Solvers. ICLR (2020)
Cristina Pinneri, Shambhuraj Sawant, Sebastian Blaes, Jan Achterhold, Jörg Stückler, Michal Rolinek, Georg Martius
Sample-efficient Cross-Entropy Method for Real-time Planning. CoRR (2020)
Michal Rolinek, Dominik Zietlow, Georg Martius
Variational Autoencoders Pursue PCA Directions (by Accident). CVPR (2019)
Vladimir Kolmogorov, Michal Rolinek
Superconcentrators of Density 25.3. Ars Comb. 141 (2018)
Michal Rolinek, Georg Martius
L4: Practical loss-based stepsize adaptation for deep learning. NeurIPS (2018)
Joël Alwen, Peter Gazi, Chethan Kamath, Karen Klein, Georg Osang, Krzysztof Pietrzak, Leonid Reyzin, Michal Rolinek, Michal Rybár
On the Memory-Hardness of Data-Independent Password-Hashing Functions. AsiaCCS (2018)
Michal Rolinek, Dominik Zietlow, Georg Martius
Variational Autoencoders Pursue PCA Directions (by Accident). CoRR (2018)
Michal Rolinek, Georg Martius
L4: Practical loss-based stepsize adaptation for deep learning. CoRR (2018)
Vladimir Kolmogorov, Thomas Pock, Michal Rolinek
Total Variation on a Tree. SIAM J. Imaging Sci. 9 (2) (2016)
Pritish Mohapatra, Michal Rolinek, C. V. Jawahar, Vladimir Kolmogorov, M. Pawan Kumar
Efficient Optimization for Rank-based Loss Functions. CoRR (2016)
Vladimir Kolmogorov, Andrei A. Krokhin, Michal Rolinek
The Complexity of General-Valued CSPs. FOCS (2015)
Vladimir Kolmogorov, Michal Rolinek, Rustem Takhanov
Effectiveness of Structural Restrictions for Hybrid CSPs. CoRR (2015)
Vladimir Kolmogorov, Thomas Pock, Michal Rolinek
Total variation on a tree. CoRR (2015)
Vladimir Kolmogorov, Andrei A. Krokhin, Michal Rolinek
The Complexity of General-Valued CSPs. CoRR (2015)
Vladimir Kolmogorov, Michal Rolinek
Superconcentrators of Density 25.3. CoRR (2014)