| Least Squares Regression Can Exhibit Under-Parameterized Double Descent | May 24, 2023 | Denoisingregression | —Unverified | 0 |
| RSRM: Reinforcement Symbolic Regression Machine | May 24, 2023 | MathQ-Learning | —Unverified | 0 |
| Mind the spikes: Benign overfitting of kernels and neural networks in fixed dimension | May 23, 2023 | regression | CodeCode Available | 0 |
| Stochastic PDE representation of random fields for large-scale Gaussian process regression and statistical finite element analysis | May 23, 2023 | regression | —Unverified | 0 |
| Flexible Bayesian Quantile Analysis of Residential Rental Rates | May 23, 2023 | quantile regressionregression | —Unverified | 0 |
| On the Size and Approximation Error of Distilled Sets | May 23, 2023 | Dataset Distillationregression | —Unverified | 0 |
| Covariate balancing using the integral probability metric for causal inference | May 23, 2023 | Causal Inferenceregression | CodeCode Available | 0 |
| Hierarchical Integration Diffusion Model for Realistic Image Deblurring | May 22, 2023 | DeblurringImage Deblurring | CodeCode Available | 2 |
| Towards Unsupervised Recognition of Token-level Semantic Differences in Related Documents | May 22, 2023 | Contrastive LearningLanguage Modeling | CodeCode Available | 0 |
| Prediction Risk and Estimation Risk of the Ridgeless Least Squares Estimator under General Assumptions on Regression Errors | May 22, 2023 | regressionTime Series | —Unverified | 0 |
| On Learning the Tail Quantiles of Driving Behavior Distributions via Quantile Regression and Flows | May 22, 2023 | Autonomous DrivingDiversity | —Unverified | 0 |
| Regularization and Variance-Weighted Regression Achieves Minimax Optimality in Linear MDPs: Theory and Practice | May 22, 2023 | regressionReinforcement Learning (RL) | CodeCode Available | 0 |
| Explaining Emergent In-Context Learning as Kernel Regression | May 22, 2023 | Bayesian InferenceIn-Context Learning | —Unverified | 0 |
| Meta-in-context learning in large language models | May 22, 2023 | In-Context LearningMulti-Armed Bandits | CodeCode Available | 0 |
| Contrastive inverse regression for dimension reduction | May 20, 2023 | Dimensionality Reductionregression | —Unverified | 0 |
| A Novel Framework for Improving the Breakdown Point of Robust Regression Algorithms | May 20, 2023 | regression | —Unverified | 0 |
| Semi-Supervised Graph Imbalanced Regression | May 20, 2023 | Graph Regressionregression | CodeCode Available | 1 |
| A quality assurance framework for real-time monitoring of deep learning segmentation models in radiotherapy | May 19, 2023 | Computed Tomography (CT)Denoising | —Unverified | 0 |
| Implicit Bias of Gradient Descent for Logistic Regression at the Edge of Stability | May 19, 2023 | regression | —Unverified | 0 |
| Probabilistic Lexicase Selection | May 19, 2023 | Program Synthesisregression | CodeCode Available | 0 |
| Deep Image Compression Using Scene Text Quality Assessment | May 19, 2023 | Image CompressionImage Quality Assessment | —Unverified | 0 |
| PDE-constrained Gaussian process surrogate modeling with uncertain data locations | May 19, 2023 | Bayesian Inferenceregression | CodeCode Available | 0 |
| MedLens: Improve Mortality Prediction Via Medical Signs Selecting and Regression | May 19, 2023 | Mortality Predictionregression | CodeCode Available | 0 |
| Statistical Estimation for Covariance Structures with Tail Estimates using Nodewise Quantile Predictive Regression Models | May 18, 2023 | regressionTime Series | —Unverified | 0 |
| Riemannian Multinomial Logistics Regression for SPD Neural Networks | May 18, 2023 | Action RecognitionEEG | CodeCode Available | 1 |
