| Mobile Internet Quality Estimation using Self-Tuning Kernel Regression | Nov 4, 2023 | regressionWeather Forecasting | —Unverified | 0 |
| Forecasting Post-Wildfire Vegetation Recovery in California using a Convolutional Long Short-Term Memory Tensor Regression Network | Nov 4, 2023 | ClusteringManagement | —Unverified | 0 |
| Changing the Kernel During Training Leads to Double Descent in Kernel Regression | Nov 3, 2023 | Model Selectionregression | CodeCode Available | 0 |
| Active Exploration in Iterative Gaussian Process Regression for Uncertainty Modeling in Autonomous Racing | Nov 3, 2023 | Autonomous RacingModel Predictive Control | —Unverified | 0 |
| Regularized Linear Regression for Binary Classification | Nov 3, 2023 | Binary ClassificationClassification | —Unverified | 0 |
| Bayesian Quantile Regression with Subset Selection: A Decision Analysis Perspective | Nov 3, 2023 | Density Estimationquantile regression | —Unverified | 0 |
| Generating Unbiased Pseudo-labels via a Theoretically Guaranteed Chebyshev Constraint to Unify Semi-supervised Classification and Regression | Nov 3, 2023 | ClassificationPose Estimation | CodeCode Available | 0 |
| Improving Cardiovascular Disease Prediction Through Comparative Analysis of Machine Learning Models: A Case Study on Myocardial Infarction | Nov 1, 2023 | Disease Predictionregression | —Unverified | 0 |
| A Bi-level Framework for Traffic Accident Duration Prediction: Leveraging Weather and Road Condition Data within a Practical Optimum Pipeline | Nov 1, 2023 | Binary Classificationregression | —Unverified | 0 |
| Robust and Conjugate Gaussian Process Regression | Nov 1, 2023 | Bayesian InferenceBayesian Optimisation | CodeCode Available | 0 |
| Impact of Investing Characteristics on Financial Performance of Individual Investors: An Exploratory Study | Nov 1, 2023 | regression | —Unverified | 0 |
| Density-based User Representation using Gaussian Process Regression for Multi-interest Personalized Retrieval | Oct 31, 2023 | DiversityGPR | —Unverified | 0 |
| Projecting basis functions with tensor networks for Gaussian process regression | Oct 31, 2023 | Bayesian Inferenceregression | —Unverified | 0 |
| Calibration by Distribution Matching: Trainable Kernel Calibration Metrics | Oct 31, 2023 | Decision Makingregression | CodeCode Available | 0 |
| Stochastic Time-Optimal Trajectory Planning for Connected and Automated Vehicles in Mixed-Traffic Merging Scenarios | Oct 31, 2023 | regressionTrajectory Planning | —Unverified | 0 |
| The Phase Transition Phenomenon of Shuffled Regression | Oct 31, 2023 | regression | —Unverified | 0 |
| Adaptive and non-adaptive minimax rates for weighted Laplacian-eigenmap based nonparametric regression | Oct 31, 2023 | regression | —Unverified | 0 |
| Non-parametric regression for robot learning on manifolds | Oct 30, 2023 | regression | —Unverified | 0 |
| Scaling Up Differentially Private LASSO Regularized Logistic Regression via Faster Frank-Wolfe Iterations | Oct 30, 2023 | regression | —Unverified | 0 |
| Can input reconstruction be used to directly estimate uncertainty of a regression U-Net model? -- Application to proton therapy dose prediction for head and neck cancer patients | Oct 30, 2023 | Out-of-Distribution Detectionregression | —Unverified | 0 |
| Associations between urinary phthalate metabolite concentrations and rheumatoid arthritis in the U.S. adult population | Oct 30, 2023 | Nutritionregression | —Unverified | 0 |
| Comparison of Microservice Call Rate Predictions for Replication in the Cloud | Oct 29, 2023 | Predictionregression | —Unverified | 0 |
| Bayes beats Cross Validation: Efficient and Accurate Ridge Regression via Expectation Maximization | Oct 29, 2023 | regression | CodeCode Available | 0 |
| Feature Aggregation in Joint Sound Classification and Localization Neural Networks | Oct 29, 2023 | regressionSound Classification | —Unverified | 0 |
| Exploring the Emotional Landscape of Music: An Analysis of Valence Trends and Genre Variations in Spotify Music Data | Oct 29, 2023 | regression | —Unverified | 0 |
