| 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 |
| Distributed and parallel time series feature extraction for industrial big data applications | Oct 25, 2016 | Binary ClassificationClassification | CodeCode Available | 0 | 5 |
| Distributed Coordinate Descent for Generalized Linear Models with Regularization | Nov 7, 2016 | regression | CodeCode Available | 0 | 5 |
| Quasi-Bayesian Dual Instrumental Variable Regression | Jun 16, 2021 | Bayesian Inferenceregression | CodeCode Available | 0 | 5 |
| Scalable Regularised Joint Mixture Models | May 3, 2022 | Computational Efficiencyregression | CodeCode Available | 0 | 5 |
| DistNet: Deep Tracking by displacement regression: application to bacteria growing in the Mother Machine | Mar 17, 2020 | Multi-Object TrackingObject Tracking | CodeCode Available | 0 | 5 |
| Distributed Coordinate Descent for L1-regularized Logistic Regression | Nov 24, 2014 | regression | CodeCode Available | 0 | 5 |
| Scaling Gaussian Process Regression with Full Derivative Observations | May 14, 2025 | regression | CodeCode Available | 0 | 5 |
| Distributional Adaptive Soft Regression Trees | Oct 19, 2022 | regression | CodeCode Available | 0 | 5 |
| Disturbing Target Values for Neural Network Regularization | Oct 11, 2021 | L2 Regularizationregression | CodeCode Available | 0 | 5 |
| Scaling-Up the Pretraining of the Earth Observation Foundation Model PhilEO to the MajorTOM Dataset | Jun 17, 2025 | Density EstimationEarth Observation | CodeCode Available | 0 | 5 |
| A Tutorial on Bayesian Optimization | Jul 8, 2018 | Bayesian OptimizationHyperparameter Optimization | CodeCode Available | 0 | 5 |
| Distance approximation to support customer selection in vehicle routing problems | Apr 7, 2022 | regressionTraveling Salesman Problem | CodeCode Available | 0 | 5 |
| Attribute Inference Attacks for Federated Regression Tasks | Nov 19, 2024 | AttributeFederated Learning | CodeCode Available | 0 | 5 |
| Scubed at 3C task B - A simple baseline for citation context influence classification | Aug 1, 2020 | Classificationregression | CodeCode Available | 0 | 5 |
| Distance Estimation Methods for a Practical Macroscale Molecular Communication System | Sep 27, 2019 | parameter estimationregression | CodeCode Available | 0 | 5 |
| Distilled Neural Networks for Efficient Learning to Rank | Feb 22, 2022 | CPUInformation Retrieval | CodeCode Available | 0 | 5 |
| A Gromov--Wasserstein Geometric View of Spectrum-Preserving Graph Coarsening | Jun 15, 2023 | Graph Classificationregression | CodeCode Available | 0 | 5 |
| Second-Order Global Attention Networks for Graph Classification and Regression | Aug 27, 2022 | ClassificationGraph Classification | CodeCode Available | 0 | 5 |
| Discretize-Optimize vs. Optimize-Discretize for Time-Series Regression and Continuous Normalizing Flows | May 27, 2020 | image-classificationImage Classification | CodeCode Available | 0 | 5 |
| Segmentation-Based vs. Regression-Based Biomarker Estimation: A Case Study of Fetus Head Circumference Assessment from Ultrasound Images | Jan 25, 2022 | 2D Semantic SegmentationComputational Efficiency | CodeCode Available | 0 | 5 |
| Discretization-Induced Dirichlet Posterior for Robust Uncertainty Quantification on Regression | Aug 17, 2023 | Age EstimationDepth Aleatoric Uncertainty Estimation | CodeCode Available | 0 | 5 |
| Selective Refinement Network for High Performance Face Detection | Sep 7, 2018 | Face DetectionGeneral Classification | CodeCode Available | 0 | 5 |
| Accuracy Prediction for NAS Acceleration using Feature Selection and Extrapolation | Nov 22, 2022 | feature selectionregression | CodeCode Available | 0 | 5 |
| Self-Distillation for Gaussian Process Regression and Classification | Apr 5, 2023 | ClassificationGPR | CodeCode Available | 0 | 5 |
| A Locally Adaptive Interpretable Regression | May 7, 2020 | BIG-bench Machine LearningEconometrics | CodeCode Available | 0 | 5 |
| Self-Supervised Learning for Time Series: A Review & Critique of FITS | Oct 23, 2024 | regressionSelf-Supervised Learning | CodeCode Available | 0 | 5 |
| Attentive Neural Processes | Jan 17, 2019 | regression | CodeCode Available | 0 | 5 |
| SEMF: Supervised Expectation-Maximization Framework for Predicting Intervals | May 28, 2024 | PredictionPrediction Intervals | CodeCode Available | 0 | 5 |
| Distilling and Transferring Knowledge via cGAN-generated Samples for Image Classification and Regression | Apr 7, 2021 | General Classificationimage-classification | 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 |
| Discovery of sparse hysteresis models for piezoelectric materials | Feb 10, 2023 | regression | CodeCode Available | 0 | 5 |
| Semi-Supervised Regression with Co-Training | Jun 1, 2005 | BIG-bench Machine Learningregression | CodeCode Available | 0 | 5 |
| Direct side information learning for zero-shot regression | Feb 2, 2024 | global-optimizationimage-classification | CodeCode Available | 0 | 5 |
| Coresets for Regressions with Panel Data | Nov 2, 2020 | regression | CodeCode Available | 0 | 5 |
| Coresets for Scalable Bayesian Logistic Regression | May 20, 2016 | Bayesian Inferenceregression | CodeCode Available | 0 | 5 |
| Coresets for Vertical Federated Learning: Regularized Linear Regression and K-Means Clustering | Oct 26, 2022 | ClusteringFederated Learning | CodeCode Available | 0 | 5 |
| Attention layers provably solve single-location regression | Oct 2, 2024 | regression | CodeCode Available | 0 | 5 |
| Almost Linear Constant-Factor Sketching for _1 and Logistic Regression | Mar 31, 2023 | 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 |
| Direct Regression of Distortion Field from a Single Fingerprint Image | Apr 26, 2024 | regression | CodeCode Available | 0 | 5 |
| Shape-Aware Complementary-Task Learning for Multi-Organ Segmentation | Aug 14, 2019 | Computed Tomography (CT)Image Retrieval | CodeCode Available | 0 | 5 |
| Discrete-Constrained Regression for Local Counting Models | Jul 20, 2022 | Age EstimationClassification | CodeCode Available | 0 | 5 |
| Distilling Governing Laws and Source Input for Dynamical Systems from Videos | May 3, 2022 | regression | CodeCode Available | 0 | 5 |
| Diverse Conditional Image Generation by Stochastic Regression with Latent Drop-Out Codes | Aug 3, 2018 | Conditional Image GenerationDiversity | CodeCode Available | 0 | 5 |
| Attention-based Interpretable Regression of Gene Expression in Histology | Aug 29, 2022 | regression | CodeCode Available | 0 | 5 |
| Diffusion Counterfactuals for Image Regressors | Mar 26, 2025 | counterfactualDenoising | CodeCode Available | 0 | 5 |
| Dimensionality reduction, regularization, and generalization in overparameterized regressions | Nov 23, 2020 | Data PoisoningDimensionality Reduction | CodeCode Available | 0 | 5 |
| Attack-Resistant Federated Learning with Residual-based Reweighting | Dec 24, 2019 | Federated Learningregression | CodeCode Available | 0 | 5 |
