Jan-Hendrik Lange (PhD Student)
Personal Information
Research Interests:
- Combinatorial Optimization
- Applications of Mathematical Optimization in Machine Learning
Education:
- Master of Science in Mathematics with Minor in Computer Science, Technische Universität Darmstadt, June 2016
- Since June 2016: PhD Student at Max Planck Institute for Informatics
Publications
2023
2021
Efficient Message Passing for 0–1 ILPs with Binary Decision Diagrams
J.-H. Lange and P. Swoboda
Proceedings of the 38th International Conference on Machine Learning (ICML 2021), 2021
J.-H. Lange and P. Swoboda
Proceedings of the 38th International Conference on Machine Learning (ICML 2021), 2021
2020
Multicut Optimization Guarantees & Geometry of Lifted Multicuts
J.-H. Lange
PhD Thesis, Universität des Saarlandes, 2020
J.-H. Lange
PhD Thesis, Universität des Saarlandes, 2020
2019
2018
Partial Optimality and Fast Lower Bounds for Weighted Correlation Clustering
J.-H. Lange, A. Karrenbauer and B. Andres
Proceedings of the 35th International Conference on Machine Learning (ICML 2018), 2018
J.-H. Lange, A. Karrenbauer and B. Andres
Proceedings of the 35th International Conference on Machine Learning (ICML 2018), 2018
2017
Analysis and Optimization of Graph Decompositions by Lifted Multicuts
A. Horňáková, J.-H. Lange and B. Andres
Proceedings of the 34th International Conference on Machine Learning (ICML 2017), 2017
A. Horňáková, J.-H. Lange and B. Andres
Proceedings of the 34th International Conference on Machine Learning (ICML 2017), 2017