| Sparse Signal Processing with Linear and Nonlinear Observations: A Unified Shannon-Theoretic Approach | Apr 2, 2013 | regression | —Unverified | 0 | 0 |
| Sparse Symmetric Tensor Regression for Functional Connectivity Analysis | Oct 28, 2020 | Functional Connectivityregression | —Unverified | 0 | 0 |
| Sparse Tensor Additive Regression | Mar 31, 2019 | Click-Through Rate PredictionMarketing | —Unverified | 0 | 0 |
| Sparse Variational Contaminated Noise Gaussian Process Regression with Applications in Geomagnetic Perturbations Forecasting | Feb 27, 2024 | Gaussian ProcessesPrediction Intervals | —Unverified | 0 | 0 |
| Sparse wavelet-based solutions for the M/EEG inverse problem | Jun 27, 2023 | Data CompressionEEG | —Unverified | 0 | 0 |
| Sparsistent Estimation of Time-Varying Discrete Markov Random Fields | Jul 14, 2009 | regressionTime Series | —Unverified | 0 | 0 |
| Sparsity-Aware Near-Field Beam Training via Multi-Beam Combination | May 13, 2025 | regression | —Unverified | 0 | 0 |
| Sparsity-depth Tradeoff in Infinitely Wide Deep Neural Networks | May 17, 2023 | regression | —Unverified | 0 | 0 |
| Sparsity regret bounds for individual sequences in online linear regression | Jan 5, 2011 | regression | —Unverified | 0 | 0 |
| Regularization and feature selection for large dimensional data | Dec 6, 2017 | feature selectionGeneral Classification | —Unverified | 0 | 0 |
| Spatial Analysis Made Easy with Linear Regression and Kernels | Feb 22, 2019 | regression | —Unverified | 0 | 0 |
| Spatial Conformal Inference through Localized Quantile Regression | Dec 2, 2024 | Conformal PredictionPrediction | —Unverified | 0 | 0 |
| Spatial Econometrics for Misaligned Data | Jul 8, 2022 | Econometricsregression | —Unverified | 0 | 0 |
| Spatial Filtering for EEG-Based Regression Problems in Brain-Computer Interface (BCI) | Feb 9, 2017 | Brain Computer InterfaceClassification | —Unverified | 0 | 0 |
| Spatial Filtering Pipeline Evaluation of Cortically Coupled Computer Vision System for Rapid Serial Visual Presentation | Jan 15, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Spatially Adaptive Cloth Regression with Implicit Neural Representations | Nov 27, 2023 | Computational Efficiencyregression | —Unverified | 0 | 0 |
| Spatially-weighted Anomaly Detection with Regression Model | Mar 23, 2019 | Anomaly Detectionmodel | —Unverified | 0 | 0 |
| Spatial Morphing Kernel Regression For Feature Interpolation | Feb 21, 2018 | Action DetectionActivity Detection | —Unverified | 0 | 0 |
| Spatial noise-aware temperature retrieval from infrared sounder data | Dec 9, 2020 | Dimensionality Reductionregression | —Unverified | 0 | 0 |
| Spatial Scaling of Satellite Soil Moisture using Temporal Correlations and Ensemble Learning | Jan 21, 2016 | Ensemble Learningregression | —Unverified | 0 | 0 |
| Spatial-temporal Analysis for Automated Concrete Workability Estimation | Jul 24, 2022 | regression | —Unverified | 0 | 0 |
| Spatio-Temporal Action Detection with Multi-Object Interaction | Apr 1, 2020 | Action DetectionHuman Detection | —Unverified | 0 | 0 |
| Spatio-Temporal Functional Neural Networks | Sep 11, 2020 | regressionTime Series | —Unverified | 0 | 0 |
| Spatiotemporal Prediction of Ambulance Demand using Gaussian Process Regression | Jun 28, 2018 | GPRPrediction | —Unverified | 0 | 0 |
| COVID-19 mortality analysis from soft-data multivariate curve regression and machine learning | Aug 7, 2020 | BIG-bench Machine LearningDensity Estimation | —Unverified | 0 | 0 |
