| Adaptive and non-adaptive minimax rates for weighted Laplacian-eigenmap based nonparametric regression | Oct 31, 2023 | regression | —Unverified | 0 |
| Stochastic Gradient Descent for Gaussian Processes Done Right | Oct 31, 2023 | Bayesian OptimisationGaussian Processes | CodeCode Available | 1 |
| The Phase Transition Phenomenon of Shuffled Regression | Oct 31, 2023 | regression | —Unverified | 0 |
| Projecting basis functions with tensor networks for Gaussian process regression | Oct 31, 2023 | Bayesian Inferenceregression | —Unverified | 0 |
| Non-parametric regression for robot learning on manifolds | 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 |
| Implicit Manifold Gaussian Process Regression | Oct 30, 2023 | regression | CodeCode Available | 1 |
| Scaling Up Differentially Private LASSO Regularized Logistic Regression via Faster Frank-Wolfe Iterations | Oct 30, 2023 | regression | —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 |
| TRIAGE: Characterizing and auditing training data for improved regression | Oct 29, 2023 | regression | CodeCode Available | 1 |
| Bayes beats Cross Validation: Efficient and Accurate Ridge Regression via Expectation Maximization | Oct 29, 2023 | regression | CodeCode Available | 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 |
| Feature Aggregation in Joint Sound Classification and Localization Neural Networks | Oct 29, 2023 | regressionSound Classification | —Unverified | 0 |
| TIC-TAC: A Framework for Improved Covariance Estimation in Deep Heteroscedastic Regression | Oct 29, 2023 | Pose Estimationregression | CodeCode Available | 1 |
| Efficient kernel surrogates for neural network-based regression | Oct 28, 2023 | regression | —Unverified | 0 |
| Determinants of renewable energy consumption in Madagascar: Evidence from feature selection algorithms | Oct 27, 2023 | feature selectionregression | —Unverified | 0 |
| Approximate Leave-one-out Cross Validation for Regression with _1 Regularizers (extended version) | Oct 26, 2023 | Model Selectionregression | —Unverified | 0 |
| Inside the black box: Neural network-based real-time prediction of US recessions | Oct 26, 2023 | Feature Importanceregression | —Unverified | 0 |
| Grokking Beyond Neural Networks: An Empirical Exploration with Model Complexity | Oct 26, 2023 | regression | CodeCode Available | 0 |
| Deep Imbalanced Regression via Hierarchical Classification Adjustment | Oct 26, 2023 | Age EstimationClassification | —Unverified | 0 |
| Double Debiased Covariate Shift Adaptation Robust to Density-Ratio Estimation | Oct 25, 2023 | Density Ratio Estimationregression | —Unverified | 0 |
| CATE Lasso: Conditional Average Treatment Effect Estimation with High-Dimensional Linear Regression | Oct 25, 2023 | Causal Inferenceregression | —Unverified | 0 |
| Large-scale magnetic field maps using structured kernel interpolation for Gaussian process regression | Oct 25, 2023 | regressionsubspace methods | —Unverified | 0 |
| ELM Ridge Regression Boosting | Oct 24, 2023 | regression | —Unverified | 0 |
