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Papers matching “high-dimensional input” 28

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Capacity of the covariance perceptron
2020 Journal of Physics A Mathematical and Theoretical article Computer Science Neural Networks and Applications Open access

7

citations
Capacity of the covariance perceptron
2020 RWTH Publications (RWTH Aachen) article Computer Science Neural Networks and Applications Open access

David Dahmen, Matthieu Gilson, Moritz Helias

6

citations
A Function Approximation Algorithm Using Multilevel Active Subspaces
2026 Springer proceedings in mathematics & statistics conference-paper Physics and Astronomy Model Reduction and Neural Networks Open access

Fabio Nobile, Matteo Raviola, Raul F. Tempone

0

citations
Probabilistic Power Flow of AC/DC Hybrid Grids With Addressing Boundary Issue of Correlated Uncertainty Sources
2022 IEEE Transactions on Sustainable Energy article Engineering Optimal Power Flow Distribution cited by 1 patent

Sui Peng, Xingyu Lin, Junjie Tang, Kaigui Xie, Ferdinanda Ponci, Antonello Monti, +1 more

16

citations
Learning Latent Dynamics via Invariant Decomposition and (Spatio-)Temporal Transformers
2023 arXiv (Cornell University) preprint Physics and Astronomy Model Reduction and Neural Networks Open access

Kai Lagemann, Christian Lagemann, Sach Mukherjee

1

citations
Selecting Walk Schemes for Database Embedding
2023 ACM International Conference on Information and Knowledge Management (CIKM) conference-paper Computer Science Advanced Graph Neural Networks Open access

Yuval Lev Lubarsky, Jan Tönshof, Martin Grohe, Benny Kimelfeld

1

citations
Uncertainty quantification in geological modelling by Hessian-informed MCMC
2020 conference-abstract Earth and Planetary Sciences Geological Modeling and Analysis Open access

Zhouji Liang, Florian Wellmann

0

citations
Physics-informed machine learning to model rapid complex geohazards
2022 conference-abstract Environmental Science Landslides and related hazards Open access

Anil Yıldiz, Hu Zhao, Julia Kowalski

1

citations
Aging State Classification of Lithium-Ion Batteries in a Low-Dimensional Latent Space
2026 Batteries article Engineering Advanced Battery Technologies Research Open access

Limei Jin, Franz Philipp Bereck, Rüdiger‐A. Eichel, Josef Granwehr, Christoph Scheurer

0

citations
Smooth input preparation for quantum and quantum-inspired machine learning
2021 Quantum Machine Intelligence article Computer Science Quantum Computing Algorithms and Architecture Open access

Zhikuan Zhao, Jack Fitzsimons, Patrick Rebentrost, Vedran Dunjko, Joseph F. Fitzsimons

10

citations
Randomness versus Nonlocality in Multiple-Input and Multiple-Output Quantum Scenario
2025 Physical Review Letters article Computer Science Quantum Information and Cryptography Open access

Chao Zhang, Yi Li, Xiao-Min Hu, X. D. Yu, Chuan-Feng Li, Guang‐Can Guo, +4 more

6

citations
Path-Dependency and Emergent Computing under Vectorial Driving
2026 Physical Review X article Engineering Advanced Materials and Mechanics Open access

Colin M. Meulblok, A. Singh, Matthieu Labousse, Martin van Hecke

1

citations
Stärken und Grenzen des Weisfeiler-Leman-Algorithmus
2020 RWTH Publications (RWTH Aachen) dissertation Computer Science Advanced Graph Theory Research Open access

Sandra Kiefer

7

citations
A Set of Novel Global Sensitivity Analysis Indices for Probabilistic Static Voltage Stability Assessment With Correlated Uncertainty Sources
2023 IEEE Transactions on Power Systems article Engineering Power System Optimization and Stability

Sui Peng, Xingyu Lin, Junjie Tang, Kaigui Xie, Ferdinanda Ponci, Antonello Monti

13

citations
Breaking the Scalability Barrier of Content Addressable Memories: A Probabilistic Alternative for Large-Key Associative Search
2026 ACM Transactions on Reconfigurable Technology and Systems article Computer Science Network Packet Processing and Optimization Open access

Arish Sateesan, Jo Vliegen, Nele Mentens

0

citations
Surrogate-assisted Bayesian inference with ERT data for contaminant transport modelling in the subsurface
2025 conference-abstract Earth and Planetary Sciences Geophysical and Geoelectrical Methods Open access

Maria Fernanda Morales Oreamuno, Nino Menzel, Sergey Oladyshkin, Florian Wagner, Wolfgang Nowak

0

citations
The Application of Neural Operator in subsurface process simulation
2021 conference-abstract Physics and Astronomy Model Reduction and Neural Networks Open access

Zhouji Liang, Denise Degen, Florian Wellmann

0

citations
Matrix-Valued LogSumExp Approximation for Colour Morphology
2025 Journal of Mathematical Imaging and Vision article Computer Science Digital Image Processing Techniques Open access

Marvin Kahra, Michael Breuß, Andreas Kleefeld, Martin Welk

0

citations
Survival prediction of glioblastoma patients—are we there yet? A systematic review of prognostic modeling for glioblastoma and its clinical potential
2020 Neurosurgical Review review Medicine Glioma Diagnosis and Treatment Open access

Ishaan Ashwini Tewarie, Joeky T. Senders, Stijn W.F. Kremer, Sharmila Devi, William Brian Gormley, Omar M. Arnaout, +2 more

61

citations
Reinforcement Learning Based Pushing and Grasping Objects from Ungraspable Poses
2023 Proceedings - IEEE International Conference on Robotics and Automation/Proceedings conference-paper Computer Science Reinforcement Learning in Robotics

Hongzhuo Liang, Cong Lin, Jianzhi Lyu, Pingfa Feng, Jianwei Zhang

25

citations
Parametric Model Order Reduction of Variable Parameter Axial Dispersion Model
2021 IEEE Conference on Control Technology and Applications (CCTA) conference-paper Physics and Astronomy Model Reduction and Neural Networks

Ahmed Elkhashap, Dirk Abel

2

citations
Scalable, Explainable and Provably Robust Anomaly Detection with One-Step Flow Matching
2025 neural information processing systems conference-paper Computer Science Anomaly Detection Techniques and Applications Open access

Zhong Li, Qi Zhong Huang, Yuxuan Zhu, Lincen Yang, Bas van Stein, Matthijs van Leeuwen

0

citations
Differentiable Geomodeling: Opportunities and Challenges
2023 conference-abstract Earth and Planetary Sciences Geological Modeling and Analysis Open access

Florian Wellmann, Miguel de la Varga, Zhouji Liang, Jian Yang

0

citations
Virtual Patient Simulation Using Copula Modeling
2023 Clinical Pharmacology & Therapeutics article Mathematics Statistical Methods in Clinical Trials Open access

Laura B. Zwep, Tingjie Guo, Thomas Nagler, Catherijne A. J. Knibbe, Jacqueline J. Meulman, J. G. Coen van Hasselt

17

citations
Optimization of Industrial Robot Grasping Processes with Q-Learning
2023 International Conference on Control and Robotics (ICCR) conference-paper Engineering Robot Manipulation and Learning

Manuel Belke, Till Joeressen, Oliver Petrović, Christian Brecher

3

citations