| Sturm: Sparse Tubal-Regularized Multilinear Regression for fMRI | Dec 4, 2018 | regression | —Unverified | 0 | 0 |
| StyleGAN knows Normal, Depth, Albedo, and More | Jun 1, 2023 | regression | —Unverified | 0 | 0 |
| Sublinear Time Numerical Linear Algebra for Structured Matrices | Dec 12, 2019 | regression | —Unverified | 0 | 0 |
| Submodular Object Recognition | Jun 1, 2014 | ObjectObject Recognition | —Unverified | 0 | 0 |
| Subpixel Heatmap Regression for Facial Landmark Localization | Nov 3, 2021 | Face Alignmentregression | —Unverified | 0 | 0 |
| Subsampling for Ridge Regression via Regularized Volume Sampling | Oct 14, 2017 | regression | —Unverified | 0 | 0 |
| Subsampling Winner Algorithm for Feature Selection in Large Regression Data | Feb 7, 2020 | feature selectionregression | —Unverified | 0 | 0 |
| Automatic kidney segmentation in ultrasound images using subsequent boundary distance regression and pixelwise classification networks | Nov 12, 2018 | ClassificationData Augmentation | —Unverified | 0 | 0 |
| Subset Selection by Pareto Optimization | Dec 1, 2015 | Dictionary Learningfeature selection | —Unverified | 0 | 0 |
| Subset Selection for Multiple Linear Regression via Optimization | Jan 27, 2017 | regressionvalid | —Unverified | 0 | 0 |
| Subspace Clustering by Mixture of Gaussian Regression | Jun 1, 2015 | Clusteringregression | —Unverified | 0 | 0 |
| Subspace Clustering via Variance Regularized Ridge Regression | Jul 1, 2017 | Clusteringregression | —Unverified | 0 | 0 |
| Subspace Embedding and Linear Regression with Orlicz Norm | Jun 17, 2018 | regression | —Unverified | 0 | 0 |
| Substitute adjustment via recovery of latent variables | Mar 1, 2024 | regression | —Unverified | 0 | 0 |
| Subtask Gated Networks for Non-Intrusive Load Monitoring | Nov 16, 2018 | blind source separationGeneral Classification | —Unverified | 0 | 0 |
| Sufficient Dimension Reduction for High-Dimensional Regression and Low-Dimensional Embedding: Tutorial and Survey | Oct 18, 2021 | Dimensionality Reductionregression | —Unverified | 0 | 0 |
| Sufficient Forecasting Using Factor Models | May 27, 2015 | Dimensionality Reductionregression | —Unverified | 0 | 0 |
| SummaryNet: A Multi-Stage Deep Learning Model for Automatic Video Summarisation | Feb 19, 2020 | Decoderregression | —Unverified | 0 | 0 |
| SummerTime: Variable-length Time SeriesSummarization with Applications to PhysicalActivity Analysis | Feb 20, 2020 | General Classificationregression | —Unverified | 0 | 0 |
| Supercompliers | Dec 28, 2022 | regression | —Unverified | 0 | 0 |
| Fast rates in structured prediction | Feb 1, 2021 | Binary ClassificationPrediction | —Unverified | 0 | 0 |
| Superiority of Multi-Head Attention in In-Context Linear Regression | Jan 30, 2024 | In-Context Learningregression | —Unverified | 0 | 0 |
| Super ensemble learning for daily streamflow forecasting: Large-scale demonstration and comparison with multiple machine learning algorithms | Sep 9, 2019 | BIG-bench Machine LearningEnsemble Learning | —Unverified | 0 | 0 |
| Supervised Descriptor Learning for Multi-Output Regression | Jun 1, 2015 | Head Pose EstimationPose Estimation | —Unverified | 0 | 0 |
| Supervised Dimensionality Reduction via Distance Correlation Maximization | Jan 3, 2016 | Dimensionality Reductionregression | —Unverified | 0 | 0 |
| Supervised Discrete Hashing with Relaxation | Apr 7, 2019 | General Classificationregression | —Unverified | 0 | 0 |
| Supervised feature selection with orthogonal regression and feature weighting | Oct 9, 2019 | feature selectionregression | —Unverified | 0 | 0 |
| Supervised Learning for Dynamical System Learning | May 20, 2015 | regression | —Unverified | 0 | 0 |
| Supervised learning of a regression model based on latent process. Application to the estimation of fuel cell life time | Dec 25, 2013 | regression | —Unverified | 0 | 0 |
| Supervised Learning with Indefinite Topological Kernels | Sep 20, 2017 | General Classificationregression | —Unverified | 0 | 0 |
| Supervised Learning with Similarity Functions | Dec 1, 2012 | General Classificationregression | —Unverified | 0 | 0 |
| Supervised Machine Learning and Physics based Machine Learning approach for prediction of peak temperature distribution in Additive Friction Stir Deposition of Aluminium Alloy | Sep 13, 2023 | FrictionManagement | —Unverified | 0 | 0 |
| Supervised Machine Learning for Extractive Query Based Summarisation of Biomedical Data | Sep 14, 2018 | BIG-bench Machine LearningClassification | —Unverified | 0 | 0 |
| Supervised Machine Learning for Extractive Query Based Summarisation of Biomedical Data | Oct 1, 2018 | BIG-bench Machine LearningClassification | —Unverified | 0 | 0 |
| Supervised Machine Learning for Signals Having RRC Shaped Pulses | May 17, 2017 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 | 0 |
| Sup-Norm Convergence of Deep Neural Network Estimator for Nonparametric Regression by Adversarial Training | Jul 8, 2023 | regression | —Unverified | 0 | 0 |
| Support estimation in high-dimensional heteroscedastic mean regression | Nov 3, 2020 | Computational Efficiencyregression | —Unverified | 0 | 0 |
| Supporting Regularized Logistic Regression Privately and Efficiently | Oct 1, 2015 | BIG-bench Machine LearningEpidemiology | —Unverified | 0 | 0 |
| Support recovery and sup-norm convergence rates for sparse pivotal estimation | Jan 15, 2020 | regression | —Unverified | 0 | 0 |
| Support Recovery for Orthogonal Matching Pursuit: Upper and Lower bounds | Dec 1, 2018 | Generalization Boundsregression | —Unverified | 0 | 0 |
| Support recovery without incoherence: A case for nonconvex regularization | Dec 17, 2014 | regressionVariable Selection | —Unverified | 0 | 0 |
| Support vector regression model for BigData systems | Dec 5, 2016 | Cloud Computingmodel | —Unverified | 0 | 0 |
| Support Vector Regression Parameters Optimization using Golden Sine Algorithm and its application in stock market | Mar 21, 2021 | regression | —Unverified | 0 | 0 |
| Support Vector Regression: Risk Quadrangle Framework | Dec 18, 2022 | Managementregression | —Unverified | 0 | 0 |
| Support Vector Regression via a Combined Reward Cum Penalty Loss Function | Apr 28, 2019 | regression | —Unverified | 0 | 0 |
| SupSiam: Non-contrastive Auxiliary Loss for Learning from Molecular Conformers | Feb 15, 2023 | Activity PredictionDrug Discovery | —Unverified | 0 | 0 |
| Surface Agnostic Metrics for Cortical Volume Segmentation and Regression | Oct 4, 2020 | regression | —Unverified | 0 | 0 |
| Surface Motion Capture Transfer With Gaussian Process Regression | Jul 1, 2017 | regression | —Unverified | 0 | 0 |
| Surprisal Driven k-NN for Robust and Interpretable Nonparametric Learning | Nov 17, 2023 | Anomaly DetectionDensity Estimation | —Unverified | 0 | 0 |
| Surprises in adversarially-trained linear regression | May 25, 2022 | regression | —Unverified | 0 | 0 |