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Papers matching “problem classes” 471

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Surrogate-based automated hyperparameter optimization for expensive automotive crashworthiness optimization
2025 Structural and Multidisciplinary Optimization article Computer Science Metaheuristic Optimization Algorithms Research Open access

Fu Xing Long, Bas van Stein, Moritz A. Frenzel, Markus Gitterle, Thomas Bäck

11

citations
Completeness in the Polynomial Hierarchy for many natural Problems in Bilevel and Robust Optimization
2023 arXiv (Cornell University) preprint Computer Science Complexity and Algorithms in Graphs Open access

Christoph Grüne, Lasse Wulf

0

citations
Multi-car paint shop optimization with quantum annealing
2021 IEEE International Conference on Quantum Computing and Engineering (QCE) conference-paper Computer Science Quantum Computing Algorithms and Architecture Open access cited by 2 patents

Sheir Yarkoni, Alex Alekseyenko, Michael Streif, David Von Dollen, Florian Neukart, Thomas Bäck

41

citations
Recycling valid inequalities for robust combinatorial optimization with budgeted uncertainty
2024 Mathematical Programming article Decision Sciences Risk and Portfolio Optimization Open access

Christina Büsing, Timo Gersing, Arie M. C. A. Koster

1

citations
Optimal Refinement in Dynamic Discretisation Discovery for Continuous-Time Service Network Design
2026 arXiv (Cornell University) preprint Computer Science Complexity and Algorithms in Graphs Open access

Alexander Helber, Oliver Bachtler, Tom Wüllner

0

citations
Adaptive Subproblem Selection in Benders Decomposition for Survivable Network Design Problems
2026 arXiv (Cornell University) preprint Mathematics Advanced Optimization Algorithms Research Open access

Tim Donkiewicz

0

citations
Custom Orthogonal Weight functions (COWs) for event classification
2022 Nuclear Instruments and Methods in Physics Research Section A Accelerators Spectrometers Detectors and Associated Equipment article Physics and Astronomy Particle physics theoretical and experimental studies Open access

H.-P. Dembinski, Christoph Langenbruch, MICHAEL SCHMELLING

14

citations
A Recursively Recurrent Neural Network (R2N2) Architecture for Learning Iterative Algorithms
2024 SIAM Journal on Scientific Computing article Computer Science Neural Networks and Applications

Danimir T. Doncevic, Alexander Mitsos, Y. P. Guo, Qianxiao Li, Felix Dietrich, Manuel Dahmen, +1 more

9

citations
Multimodal Multi-User Surface Recognition With the Kernel Two-Sample Test
2023 IEEE Transactions on Automation Science and Engineering article Engineering Robot Manipulation and Learning Open access

Behnam Khojasteh, Friedrich Solowjow, Sebastian Trimpe, Katherine J. Kuchenbecker

6

citations
Graphs Identified by Logics with Counting
2021 ACM Transactions on Computational Logic article Computer Science Advanced Graph Theory Research Open access

Sandra Kiefer, Pascal Schweitzer, Erkal Selman

5

citations
Entanglement cost of bipartite quantum channel discrimination under positive partial transpose operations
2026 arXiv (Cornell University) preprint Computer Science Quantum Information and Cryptography Open access

Chengkai Zhu, Shuyu He, Gereon Koßmann, Xin Wang

0

citations
Optimal preconditioners for a Nitsche stabilized fictitious domain finite element method
2021 arXiv (Cornell University) preprint Engineering Advanced Numerical Methods in Computational Mathematics Open access

Sven Groß, Arnold Reusken

0

citations
Mixture distributions as exponential families
2026 RWTH Publications (RWTH Aachen) dissertation Computer Science Bayesian Methods and Mixture Models Open access

Zhe Su

0

citations
Large-scale zero-shot learning in the wild: Classifying zoological illustrations
2021 Ecological Informatics article Computer Science Domain Adaptation and Few-Shot Learning Open access

Lise Stork, Andreas Weber, H.J. van den Herik, Aske Plaat, Fons J. Verbeek, Katherine Wolstencroft

12

citations
Deterministic global flowsheet optimization for the design of energy conversion processes
2020 RWTH Publications (RWTH Aachen) dissertation Engineering Process Optimization and Integration Open access

Dominik Bongartz

6

citations
The Complexity of Online Graph Games
2022 arXiv (Cornell University) preprint Computer Science Advanced Graph Theory Research Open access

Janosch Fuchs, Christoph Grüne, Tom Janßen

0

citations
Novel solution methods for bilevel network design problems and their application
2026 RWTH Publications (RWTH Aachen) dissertation Social Sciences Transportation Planning and Optimization Open access

Vladimir Stadnichuk

0

citations
Global dynamic optimization with Hammerstein–Wiener models embedded
2022 Journal of Global Optimization article Engineering Advanced Control Systems Optimization Open access

Chrysoula Dimitra Kappatou, Dominik Bongartz, Jaromił Najman, Susanne Saß, Alexander Mitsos

18

citations
Inferring Unobserved Events in Systems With Shared Resources and Queues
2021 Fundamenta Informaticae article Business, Management and Accounting Business Process Modeling and Analysis Open access

Dirk Fahland, Vadim Denisov, Wil M. P. van der Aalst

11

citations
Variationally correct neural residual regression for parametric PDEs: on the viability of controlled accuracy
2025 IMA Journal of Numerical Analysis article Physics and Astronomy Model Reduction and Neural Networks Open access

Markus Bachmayr, Wolfgang Dahmen, Mathias Oster

10

citations
On the Exploration of Incremental Learning for Fine-grained Image Retrieval
2020 arXiv (Cornell University) preprint Computer Science Domain Adaptation and Few-Shot Learning Open access

Wei Chen, Yu Liu, Weiping Wang, Tinne Tuytelaars, Erwin M. Bakker, Michael S. Lew

9

citations
On the Exploration of Incremental Learning for Fine-grained Image Retrieval
2020 British Machine Vision Conference (BMVC) conference-paper Computer Science Domain Adaptation and Few-Shot Learning

Wei Chen, Yu Liu, Weiping Wang, Tinne Tuytelaars, Erwin M. Bakker, Michael S. Lew

6

citations
Benchmarking Algorithms for Submodular Optimization Problems Using IOHProfiler
2023 IEEE Congress on Evolutionary Computation (CEC) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access

Frank Neumann, Aneta Neumann, Chao Qian, Jacob de Nobel, Diederick Vermetten, Saba Sadeghi Ahouei, +3 more

3

citations
Variationally Correct Neural Residual Regression for Parametric PDEs: On the Viability of Controlled Accuracy
2024 arXiv (Cornell University) preprint Physics and Astronomy Model Reduction and Neural Networks Open access

Markus Bachmayr, Wolfgang Dahmen, Mathias Oster

3

citations
Quantum Annealing for Strategic Meter Placement in Power Distribution Networks
2025 International Conference on Quantum Communications, Networking, and Computing (QCNC) conference-paper Engineering Optimal Power Flow Distribution

Priyanka Arkalgud Ganeshamurthy, Ferdinanda Ponci, Antonello Monti

2

citations