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| Covariance-engaged Classification of Sets via Linear Programming | Jun 26, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
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| Crash Data Augmentation Using Conditional Generative Adversarial Networks (CGAN) for Improving Safety Performance Functions | Dec 21, 2021 | Data Augmentationparameter estimation | —Unverified | 0 |
| A Computationally Efficient Method for Learning Exponential Family Distributions | Oct 28, 2021 | parameter estimation | —Unverified | 0 |
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| A Set Membership Approach to Discovering Feature Relevance and Explaining Neural Classifier Decisions | Apr 5, 2022 | parameter estimation | —Unverified | 0 |
| Data Compression using Rank-1 Lattices for Parameter Estimation in Machine Learning | Sep 20, 2024 | Data Compressionparameter estimation | —Unverified | 0 |
| A Graphical Global Optimization Framework for Parameter Estimation of Statistical Models with Nonconvex Regularization Functions | May 6, 2025 | feature selectionglobal-optimization | —Unverified | 0 |
| Bayesian Parameter Estimation Applied to the Li-ion Battery Single Particle Model with Electrolyte Dynamics | Jan 27, 2020 | parameter estimation | —Unverified | 0 |
| Data-Driven Modeling of Amyloid-beta Targeted Antibodies for Alzheimer's Disease | Mar 11, 2025 | parameter estimation | —Unverified | 0 |
| Data-driven model selection within the matrix completion method for causal panel data models | Feb 2, 2024 | Matrix CompletionModel Selection | —Unverified | 0 |
| Data-driven multi-agent modelling of calcium interactions in cell culture: PINN vs Regularized Least-squares | May 23, 2025 | Density Estimationparameter estimation | —Unverified | 0 |
| Data-Driven Theory-guided Learning of Partial Differential Equations using SimultaNeous Basis Function Approximation and Parameter Estimation (SNAPE) | Sep 14, 2021 | parameter estimation | —Unverified | 0 |
| A Spatiotemporal Model for Precise and Efficient Fully-automatic 3D Motion Correction in OCT | Sep 15, 2022 | parameter estimationSuper-Resolution | —Unverified | 0 |
| Data-Free/Data-Sparse Softmax Parameter Estimation with Structured Class Geometries | Jun 3, 2018 | parameter estimation | —Unverified | 0 |
| An AFDM-Based Integrated Sensing and Communications | Aug 29, 2022 | ISACparameter estimation | —Unverified | 0 |