| Simultaneous Transformation and Rounding (STAR) Models for Integer-Valued Data | Jun 27, 2019 | regression | CodeCode Available | 0 | 5 |
| Convex Factorization Machine for Regression | Jul 4, 2015 | regression | CodeCode Available | 0 | 5 |
| A Singular Woodbury and Pseudo-Determinant Matrix Identities and Application to Gaussian Process Regression | Jul 16, 2022 | regression | CodeCode Available | 0 | 5 |
| A Tutorial on Bayesian Optimization | Jul 8, 2018 | Bayesian OptimizationHyperparameter Optimization | CodeCode Available | 0 | 5 |
| Sample Selection via Contrastive Fragmentation for Noisy Label Regression | Feb 25, 2025 | regression | CodeCode Available | 0 | 5 |
| Sampling Requirements and Accelerated Schemes for Sparse Linear Regression with Orthogonal Least-Squares | Aug 8, 2016 | Clusteringregression | CodeCode Available | 0 | 5 |
| Scalable Gaussian-process regression and variable selection using Vecchia approximations | Feb 25, 2022 | regressionVariable Selection | CodeCode Available | 0 | 5 |
| Scalable Marginal Likelihood Estimation for Model Selection in Deep Learning | Apr 11, 2021 | Deep Learningimage-classification | CodeCode Available | 0 | 5 |
| Discovery of sparse hysteresis models for piezoelectric materials | Feb 10, 2023 | regression | CodeCode Available | 0 | 5 |
| Quasi-Bayesian Dual Instrumental Variable Regression | Jun 16, 2021 | Bayesian Inferenceregression | CodeCode Available | 0 | 5 |
| Attribute Inference Attacks for Federated Regression Tasks | Nov 19, 2024 | AttributeFederated Learning | CodeCode Available | 0 | 5 |
| Discrete-Constrained Regression for Local Counting Models | Jul 20, 2022 | Age EstimationClassification | CodeCode Available | 0 | 5 |
| Direct Regression of Distortion Field from a Single Fingerprint Image | Apr 26, 2024 | regression | CodeCode Available | 0 | 5 |
| Direct side information learning for zero-shot regression | Feb 2, 2024 | global-optimizationimage-classification | CodeCode Available | 0 | 5 |
| A Locally Adaptive Interpretable Regression | May 7, 2020 | BIG-bench Machine LearningEconometrics | CodeCode Available | 0 | 5 |
| Attentive Neural Processes | Jan 17, 2019 | regression | CodeCode Available | 0 | 5 |
| Direct Multitype Cardiac Indices Estimation via Joint Representation and Regression Learning | May 25, 2017 | Feature Engineeringregression | CodeCode Available | 0 | 5 |
| Attentive Deep Regression Networks for Real-Time Visual Face Tracking in Video Surveillance | Aug 10, 2019 | feature selectionObject Tracking | CodeCode Available | 0 | 5 |
| Dimensionality reduction, regularization, and generalization in overparameterized regressions | Nov 23, 2020 | Data PoisoningDimensionality Reduction | CodeCode Available | 0 | 5 |
| SCOL: Supervised Contrastive Ordinal Loss for Abdominal Aortic Calcification Scoring on Vertebral Fracture Assessment Scans | Jul 22, 2023 | regression | CodeCode Available | 0 | 5 |
| Scoring and Classifying Implicit Positive Interpretations: A Challenge of Class Imbalance | Aug 1, 2018 | General ClassificationNatural Language Inference | CodeCode Available | 0 | 5 |
| Screening Data Points in Empirical Risk Minimization via Ellipsoidal Regions and Safe Loss Functions | Dec 5, 2019 | regression | CodeCode Available | 0 | 5 |
| A Spectral Library and Method for Sparse Unmixing of Hyperspectral Images in Fluorescence Guided Resection of Brain Tumors | Jan 30, 2024 | regression | CodeCode Available | 0 | 5 |
| Dimension Reduction and MARS | Feb 11, 2023 | Dimensionality Reductionregression | CodeCode Available | 0 | 5 |
| Dirac Delta Regression: Conditional Density Estimation with Clinical Trials | May 24, 2019 | Causal InferenceDensity Estimation | CodeCode Available | 0 | 5 |
