| Risk Bounds of Accelerated SGD for Overparameterized Linear Regression | Nov 23, 2023 | regression | —Unverified | 0 |
| Object Location Prediction in Real-time using LSTM Neural Network and Polynomial Regression | Nov 23, 2023 | regression | —Unverified | 0 |
| HypUC: Hyperfine Uncertainty Calibration with Gradient-boosted Corrections for Reliable Regression on Imbalanced Electrocardiograms | Nov 23, 2023 | DiagnosticEEG | —Unverified | 0 |
| Comparative Analysis of Linear Regression, Gaussian Elimination, and LU Decomposition for CT Real Estate Purchase Decisions | Nov 22, 2023 | Decision Makingregression | —Unverified | 0 |
| Improved identification accuracy in equation learning via comprehensive R^2-elimination and Bayesian model selection | Nov 22, 2023 | Model Selectionregression | CodeCode Available | 0 |
| Piecewise Polynomial Regression of Tame Functions via Integer Programming | Nov 22, 2023 | regression | —Unverified | 0 |
| Regressions under Adverse Conditions | Nov 22, 2023 | regressionTime Series | —Unverified | 0 |
| Adaptive Sampling for Deep Learning via Efficient Nonparametric Proxies | Nov 22, 2023 | Deep Learningregression | —Unverified | 0 |
| Do we listen to what we are told? An empirical study on human behaviour during the COVID-19 pandemic: neural networks vs. regression analysis | Nov 21, 2023 | object-detectionObject Detection | —Unverified | 0 |
| The limitation of neural nets for approximation and optimization | Nov 21, 2023 | regression | CodeCode Available | 0 |
| Machine-Guided Discovery of a Real-World Rogue Wave Model | Nov 21, 2023 | Model Selectionregression | CodeCode Available | 1 |
| Classifier Calibration with ROC-Regularized Isotonic Regression | Nov 21, 2023 | Classifier calibrationregression | —Unverified | 0 |
| Predictive Density Combination Using a Tree-Based Synthesis Function | Nov 21, 2023 | regression | —Unverified | 0 |
| Eliminating Quantization Errors in Classification-Based Sound Source Localization | Nov 21, 2023 | ClassificationQuantization | CodeCode Available | 0 |
| Regression-Based Analysis of Multimodal Single-Cell Data Integration Strategies | Nov 21, 2023 | Data IntegrationDrug Discovery | —Unverified | 0 |
| A unified consensus-based parallel ADMM algorithm for high-dimensional regression with combined regularizations | Nov 21, 2023 | regression | CodeCode Available | 0 |
| Incorporating LLM Priors into Tabular Learners | Nov 20, 2023 | regressionSensitivity | —Unverified | 0 |
| Non-Contact NIR PPG Sensing through Large Sequence Signal Regression | Nov 20, 2023 | Photoplethysmography (PPG)regression | —Unverified | 0 |
| Evidential Uncertainty Quantification: A Variance-Based Perspective | Nov 19, 2023 | Active LearningClassification | CodeCode Available | 1 |
| (Why) Is My Prompt Getting Worse? Rethinking Regression Testing for Evolving LLM APIs | Nov 18, 2023 | regression | CodeCode Available | 0 |
| BrainZ-BP: A Non-invasive Cuff-less Blood Pressure Estimation Approach Leveraging Brain Bio-impedance and Electrocardiogram | Nov 18, 2023 | Blood pressure estimationregression | CodeCode Available | 0 |
| Flat Minima in Linear Estimation and an Extended Gauss Markov Theorem | Nov 18, 2023 | regression | CodeCode Available | 0 |
| Degeneration of kernel regression with Matern kernels into low-order polynomial regression in high dimension | Nov 17, 2023 | regression | —Unverified | 0 |
| Accelerating L-shaped Two-stage Stochastic SCUC with Learning Integrated Benders Decomposition | Nov 17, 2023 | regression | —Unverified | 0 |
| Surprisal Driven k-NN for Robust and Interpretable Nonparametric Learning | Nov 17, 2023 | Anomaly DetectionDensity Estimation | —Unverified | 0 |
