| Sparse Inverse Covariance Estimation with Calibration | Dec 1, 2013 | Model Selectionparameter estimation | —Unverified | 0 | 0 |
| Sparse model selection via integral terms | Aug 2, 2017 | modelModel Selection | —Unverified | 0 | 0 |
| Sparse Nonlinear Regression: Parameter Estimation and Asymptotic Inference | Nov 14, 2015 | parameter estimationregression | —Unverified | 0 | 0 |
| Sparse principal component regression for generalized linear models | Sep 28, 2016 | parameter estimationregression | —Unverified | 0 | 0 |
| CRC-Assisted Channel Codes for Integrated Passive Sensing and Communications | Nov 8, 2024 | parameter estimationregression | —Unverified | 0 | 0 |
| Sparse Tensor Additive Regression | Mar 31, 2019 | Click-Through Rate PredictionMarketing | —Unverified | 0 | 0 |
| Sparse time-varying parameter VECMs with an application to modeling electricity prices | Nov 9, 2020 | parameter estimation | —Unverified | 0 | 0 |
| Spatial-Angular Representation Learning for High-Fidelity Continuous Super-Resolution in Diffusion MRI | Jan 27, 2025 | Diffusion MRIparameter estimation | —Unverified | 0 | 0 |
| Spatio-temporal models of infectious disease with high rates of asymptomatic transmission | Jul 20, 2022 | parameter estimation | —Unverified | 0 | 0 |
| Spatio-Temporal Self-Organizing Map Deep Network for Dynamic Object Detection From Videos | Jul 1, 2017 | object-detectionObject Detection | —Unverified | 0 | 0 |
| Neural variational Data Assimilation with Uncertainty Quantification using SPDE priors | Feb 2, 2024 | Gaussian Processesparameter estimation | —Unverified | 0 | 0 |
| Speaker Identification From Youtube Obtained Data | Nov 11, 2014 | parameter estimationQuantization | —Unverified | 0 | 0 |
| Spectral clustering for dependent community Hawkes process models of temporal networks | May 28, 2025 | parameter estimationStochastic Block Model | —Unverified | 0 | 0 |
| Spectral Estimators for Structured Generalized Linear Models via Approximate Message Passing | Aug 28, 2023 | parameter estimation | —Unverified | 0 | 0 |
| SplineGS: Robust Motion-Adaptive Spline for Real-Time Dynamic 3D Gaussians from Monocular Video | Dec 13, 2024 | 3DGSNovel View Synthesis | —Unverified | 0 | 0 |
| Squared families: Searching beyond regular probability models | Mar 27, 2025 | Density Estimationparameter estimation | —Unverified | 0 | 0 |
| Square Root Graphical Models: Multivariate Generalizations of Univariate Exponential Families that Permit Positive Dependencies | Mar 11, 2016 | parameter estimation | —Unverified | 0 | 0 |
| Stability and Risk Bounds of Iterative Hard Thresholding | Mar 17, 2022 | compressed sensingOpen-Ended Question Answering | —Unverified | 0 | 0 |
| Stability Bounds for Learning-Based Adaptive Control of Discrete-Time Multi-Dimensional Stochastic Linear Systems with Input Constraints | Apr 2, 2023 | parameter estimation | —Unverified | 0 | 0 |
| Stable Learning via Sample Reweighting | Nov 28, 2019 | parameter estimationVariable Selection | —Unverified | 0 | 0 |
| Stable Prediction with Model Misspecification and Agnostic Distribution Shift | Jan 31, 2020 | parameter estimationPrediction | —Unverified | 0 | 0 |
| The Proximal Robbins-Monro Method | Oct 4, 2015 | parameter estimationStochastic Optimization | —Unverified | 0 | 0 |
| Standard LSParameter Estimators Ensure Finite Convergence Time for Linear Regression Equations Under an Interval Excitation Assumption | Jun 9, 2025 | parameter estimation | —Unverified | 0 | 0 |
| State and Parameter Estimation for Affine Nonlinear Systems | Apr 4, 2023 | Model-based Reinforcement Learningparameter estimation | —Unverified | 0 | 0 |
| State and parameter estimation for model-based retinal laser treatment | Mar 4, 2021 | parameter estimationState Estimation | —Unverified | 0 | 0 |