Michal Rolínek

Total Variation on a Tree

Vladimir Kolmogorov, Thomas Pock, Michal Rolínek · SIAM Journal on Imaging Sciences · 2016 · 31 citations · Full text

Computing, Computer Science, Computer Vision +14

L4: Practical loss-based stepsize adaptation for deep learning

Michal Rolínek, Georg Martius · arXiv (Cornell University) · 2018 · 27 citations · Full text

Computing, Computer Science, Artificial Intelligence +15

Sample-efficient Cross-Entropy Method for Real-time Planning

Cristina Pinneri, Shambhuraj Sawant, Sebastian Blaes et al. · arXiv (Cornell University) · 2020 · 25 citations · Full text

Computing, Robotics Engineering, Machine Learning +16

Deep Graph Matching via Blackbox Differentiation of Combinatorial Solvers

Michal Rolínek, Paul Swoboda, Dominik Zietlow et al. · Lecture notes in computer science · 2020 · 19 citations · Full text

Computing, Computer Science, Mathematics +12

The Complexity of General-Valued CSPs

Vladimir Kolmogorov, Andrei Krokhin, Michal Rolínek · 2015 · 18 citations · Full text

Computing, Computer Science, Optimization +16