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Papers matching “sparse regularization” 39

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Regular and Irregular-on-Grid Sparse Array Comparison of Connected Aperture Arrays
2020 IEEE Antennas and Wireless Propagation Letters article Physics and Astronomy Radio Astronomy Observations and Technology

R. Z. Syeda, J.G. Bij de Vaate, David S. Prinsloo

9

citations
Sparse constrained and unconstrained non-symmetric correspondence analysis
2025 Advances in Data Analysis and Classification article Mathematics Statistical Methods and Inference Open access

Mark de Rooij, Rosaria Lombardo

3

citations
Sparse recovery from group orbits
2026 Information and Inference A Journal of the IMA article Engineering Sparse and Compressive Sensing Techniques Open access

Timm Gilles, Hartmut Führ

0

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

Sonja Steffensen

4

citations
Computational approaches to non-convex, sparsity-inducing multi-penalty regularization
2021 Inverse Problems article Engineering Sparse and Compressive Sensing Techniques Open access

Željko Kereta, Johannes Maly, Valeriya Naumova

4

citations
Statistical learning for fluid flows: Sparse Fourier divergence-free approximations
2021 Physics of Fluids article Physics and Astronomy Model Reduction and Neural Networks Open access

Luis Espath, Dmitry I. Kabanov, Jonas Kiessling, Raul F. Tempone

4

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
Sensing Matrix Design and Sparse Recovery on the Sphere and the Rotation Group
2020 IEEE Transactions on Signal Processing article Engineering Sparse and Compressive Sensing Techniques Open access

Arya Bangun, Arash Behboodi, Rudolf Mathar

20

citations
Vessel Delineation Using U-Net: A Sparse Labeled Deep Learning Approach for Semantic Segmentation of Histological Images
2023 Cancers article Computer Science AI in cancer detection Open access

Lukas Glänzer, Husam E. Masalkhi, Anjali A. Roeth, Thomas Schmitz‐Rode, Ioana Slabu

9

citations
Hierarchical adaptive sparse grids and quasi-Monte Carlo for option pricing under the rough Bergomi model
2020 Quantitative Finance article Economics, Econometrics and Finance Stochastic processes and financial applications Open access

17

citations
Numerical smoothing with hierarchical adaptive sparse grids and quasi-Monte Carlo methods for efficient option pricing
2022 Quantitative Finance article Economics, Econometrics and Finance Stochastic processes and financial applications Open access

Christian Bayer, Chiheb Ben Hammouda, Raul F. Tempone

9

citations
Variable Selection via Fused Sparse‐Group Lasso Penalized Multi‐state Models Incorporating Molecular Data
2025 Biometrical Journal article Mathematics Statistical Methods and Inference Open access

Kaya Miah, Jelle J. Goeman, Hein Putter, Annette Kopp‐Schneider, Axel Benner

2

citations
Regularized reduced rank regression for mixed predictor and response variables
2026 British Journal of Mathematical and Statistical Psychology article Mathematics Statistical Methods and Applications Open access

Lorenza Cotugno, Mark de Rooij, Roberta Siciliano

0

citations
H0LiCOW – XI. A weak lensing measurement of the external convergence in the field of the lensed quasar B1608+656 using HST and Subaru deep imaging
2020 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access

O. Tihhonova, F. Courbin, David Harvey, Stefan Hilbert, Austin Peel, Cristian E. Rusu, +8 more

22

citations
Deep Nonnegative Matrix Factorization with Joint Global and Local Structure Preservation
2024 Expert Systems with Applications article Computer Science Face and Expression Recognition

Farid Saberi-Movahed, B. Biswas, Prayag Tiwari, Jens Lehmann

41

citations
Bad Estimation, Good Prediction: The Lasso in Dense Regimes
2025 The American Statistician article Mathematics Statistical Methods and Inference Open access

Andrea Bratsberg, Magne Thoresen, Jelle J. Goeman

1

citations
A Convergent Adaptive Finite Element Stochastic Galerkin Method Based on Multilevel Expansions of Random Fields
2025 SIAM Journal on Numerical Analysis article Decision Sciences Probabilistic and Robust Engineering Design Open access

Markus Bachmayr, Martin Eigel, Henrik Eisenmann, Igor Voulis

1

citations
Toward Efficient Eye Tracking in AR/VR Devices: A Near-Eye DVS-Based Processor for Real-Time Gaze Estimation
2025 IEEE Transactions on Circuits and Systems I Regular Papers article Computer Science Gaze Tracking and Assistive Technology

Shihang Tan, Jinqiao Yang, Jiayu Huang, Ziyi Yang, Qinyu Chen, Li‐Rong Zheng, +1 more

12

citations
A 1.1 μJ/Inference Binary Spiking Neural Network Accelerator for DVS Gesture Recognition
2025 IEEE Transactions on Circuits and Systems I Regular Papers article Engineering Advanced Memory and Neural Computing

Congyi Sun, Heng Zhang, Qinyu Chen, Yuxiang Fu, Li Li

0

citations
Andrena lasithi Wood, 2026, sp. nov.
2026 article Agricultural and Biological Sciences Hymenoptera taxonomy and phylogeny Open access

Thomas James Wood

0

citations
A physics-informed neural network (PINN) framework for inverse mixed contact-traction tire-load reconstruction and finite-layer pavement response
2026 Computers and Geotechnics article Physics and Astronomy Model Reduction and Neural Networks Open access

Dong Feng

0

citations
First Sagittarius A* Event Horizon Telescope Results. III. Imaging of the Galactic Center Supermassive Black Hole
2022 The Astrophysical Journal Letters article Physics and Astronomy Astrophysical Phenomena and Observations Open access

Kazunori Akiyama, Antonio José Alberdi, W. Alef, Juan Carlos Algaba, Richard Anantua, Keiichi Asada, +92 more

447

citations
Chromatin-accessibility estimation from single-cell ATAC-seq data with scOpen
2021 Nature Communications article Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access

Zhijian Li, Christoph Kuppe, Susanne Maria Ziegler, Mingbo Cheng, Nazanin Kabgani, Sylvia Menzel, +3 more

141

citations
Risk factors associated with onset of medication-related osteonecrosis of the jaw in patients treated with denosumab
2021 Clinical Oral Investigations article Medicine Bone health and treatments Open access

Alexander Wick, Philipp Bankosegger, Sven Otto, Bettina Hohlweg‐Majert, Timm Steiner, Florian Probst, +2 more

47

citations
Current treatment options for cluster headache: limitations and the unmet need for better and specific treatments—a consensus article
2023 The Journal of Headache and Pain article Medicine Migraine and Headache Studies Open access

Nunu Laura Timotheussen Lund, Anja Sofie Petersen, Rolf Fronczek, Jacob Tfelt‐Hansen, Andrea Carmine Belin, Tore Wergeland Meisingset, +4 more

45

citations