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Papers matching “sparse optimization” 146

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Relaxation approaches for nonlinear sparse optimization problems
2023 Optimization article Engineering Sparse and Compressive Sensing Techniques

Sonja Steffensen

4

citations
Compensating Streak Artifacts in Sparse-View Inline Industrial CT for Accurate Metrology using Self-Supervised Optimization of Implicit Neural Volume Representations
2025 Journal of Nondestructive Evaluation article Engineering Advanced X-ray and CT Imaging Open access

Guangpu Yang, Manuel Buchfink, Ammar Alsaffar, Ahmed Baraka, Xingyu Liu, Sven Simon

4

citations
TX-Gen: Multi-Objective Optimization for Sparse Counterfactual Explanations for Time-Series Classification
2024 arXiv (Cornell University) preprint Computer Science Explainable Artificial Intelligence (XAI) Open access

Qi Huang, Sofoklis Kitharidis, Thomas Bäck, Bas van Stein

0

citations
Efficient Sparse Large-Scale Multiobjective Optimization Based on Cross-Scale Knowledge Fusion
2024 IEEE Transactions on Systems Man and Cybernetics Systems article Computer Science Advanced Multi-Objective Optimization Algorithms

Zhuanlian Ding, Lei Chen, Dengdi Sun, Xingyi Zhang, Wei Liu

24

citations
TX-Gen: Multi-Objective Optimization for Sparse Counterfactual Explanations for Time-Series Classification
2024 conference-paper Computer Science Explainable Artificial Intelligence (XAI) Open access

Qi Huang, Sofoklis Kitharidis, Thomas Bäck, Bas van Stein

3

citations
Compensating Streak Artifacts in Sparse-View Inline Industrial CT for Accurate Metrology using Self-Supervised Optimization of Implicit Neural Volume Representations
2026 Journal of Nondestructive Evaluation article Engineering Advanced X-ray and CT Imaging Open access

Faizan Ahmad, Guangpu Yang, Manuel Buchfink, Ammar Alsaffar, Ahmed Baraka, Xingyu Liu, +1 more

0

citations
Process-based machine learning for multi-physics and chemistry in geothermal applications: parameter estimation and optimization under uncertainties
2024 RWTH Publications (RWTH Aachen) dissertation Physics and Astronomy Model Reduction and Neural Networks Open access

Ryan Santoso

0

citations
Cardinality optimization in constraint-based modelling: application to human metabolism
2023 Bioinformatics article Biochemistry, Genetics and Molecular Biology Microbial Metabolic Engineering and Bioproduction Open access

Ronan M. T. Fleming, Hulda S. Haraldsdóttir, Phan Tu Vuong, Thomas Hankemeier, Ines Thiele

10

citations
Sparse Bayesian learning for label efficiency in cardiac real-time MRI
2025 Statistics and Computing article Computer Science Medical Image Segmentation Techniques Open access

Anja Bach, Achim Basermann, Darius A. Gerlach, Philipp Knechtges, Jens Tank, Raul F. Tempone, +1 more

0

citations
Surrogate modeling for multi-objective optimization in the high-precision production of LiDAR glass optics
2024 Materials research proceedings conference-paper Computer Science Advanced Multi-Objective Optimization Algorithms Open access

1

citations
Offline Trajectory Optimization for Offline Reinforcement Learning
2024 arXiv (Cornell University) preprint Computer Science Reinforcement Learning in Robotics Open access

Ziqi Zhao, Zhaochun Ren, Yang Liu, Fajie Yuan, Pengjie Ren, Zhumin Chen

0

citations
High-Performance Image Filters via Sparse Approximations
2020 Proceedings of the ACM on Computer Graphics and Interactive Techniques article Computer Science Computer Graphics and Visualization Techniques

Kersten Schuster, Philip Trettner, Leif P. Kobbelt

7

citations
Performance Enhancement on Sparse Federated Learning Supported by RIS-Aided Communication in the Finite Blocklength Regime
2025 IEEE Transactions on Mobile Computing article Engineering Advanced Wireless Communication Technologies

Wei Gao, Paul Zheng, Yulin Hu, Lexi Xu, Anke Schmeink

0

citations
Sparse reconstruction of multi-dimensional kinetic distributions
2025 Kinetic and Related Models article Mathematics Gas Dynamics and Kinetic Theory Open access

Georgii Oblapenko, Manuel Torrilhon, Michaël Herty

0

citations
Sparse Reconstruction of Multi-Dimensional Kinetic Distributions
2025 arXiv (Cornell University) preprint Mathematics Gas Dynamics and Kinetic Theory Open access

Georgii Oblapenko, Manuel Torrilhon, Michaël Herty

0

citations
Exploring sparse graphs with advice
2022 Information and Computation article Computer Science Optimization and Search Problems Open access

Hans-Joachim Böckenhauer, Janosch Fuchs

7

citations
Sparse recovery with integrality constraints
2020 Discrete Applied Mathematics article Engineering Sparse and Compressive Sensing Techniques Open access

Jan-Hendrik Lange, Marc E. Pfetsch, Bianca M. Seib, Andreas M. Tillmann

10

citations
Tumor Grading via Decorrelated Sparse Survival Regression
2024 European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN) conference-paper Mathematics Statistical Methods and Inference Open access

Benjamin Paaßen, Nadine Therese Gaisa, Mark-Sebastian Bösherz

0

citations
Discrete optimization methods for group model selection in compressed sensing
2020 Mathematical Programming article Engineering Sparse and Compressive Sensing Techniques Open access

Bubacarr Bah, Jannis Kurtz, Oliver Schaudt

6

citations
Regional Sensitivity Analysis for Maximum Static Transfer Capability of Power Systems by Dimension-Adaptive Sparse Grid Interpolation
2023 IEEE Transactions on Power Systems article Engineering Power System Optimization and Stability

Xingyu Lin, Sui Peng, Junjie Tang, Ferdinanda Ponci, Antonello Monti, Wenyuan Li

5

citations
Optimal Gradient Checkpointing for Sparse and Recurrent Architectures using Off-Chip Memory
2024 arXiv (Cornell University) preprint Engineering Advanced Memory and Neural Computing Open access

Wadjih Bencheikh, Jan Finkbeiner, Emre Neftci

0

citations
Harnessing Manycore Processors with Distributed Memory for Accelerated Training of Sparse and Recurrent Models
2024 Proceedings of the AAAI Conference on Artificial Intelligence conference-paper Computer Science Parallel Computing and Optimization Techniques Open access

Jan Finkbeiner, Thomas Gmeinder, Mark Pupilli, Alexander Titterton, Emre Neftci

4

citations
Harnessing Manycore Processors with Distributed Memory for Accelerated Training of Sparse and Recurrent Models
2023 arXiv (Cornell University) preprint Computer Science Parallel Computing and Optimization Techniques Open access

Jan Finkbeiner, Thomas Gmeinder, Mark Pupilli, Alexander Titterton, Emre Neftci

0

citations
C 2 MI: A Covariance-Coupling Sparse Recovery Algorithm for Metasurface-Based Microwave Imaging
2025 Antenna Measurement Techniques Association Symposium (AMTA) conference-paper Engineering Microwave Imaging and Scattering Analysis

Firas Slewa Dawod, M. Arif, Renato Negra, Sayan Kumar Roy

0

citations
The exploitation of eigenspectra in electrochemical impedance spectroscopy: Reconstruction of spectra from sparse measurements
2024 Journal of Power Sources article Materials Science Advancements in Solid Oxide Fuel Cells Open access

Christian Mänken, Dominik Schäfer, Rüdiger‐A. Eichel

4

citations