| Activation Regression for Continuous Domain Generalization with Applications to Crop Classification | Apr 14, 2022 | Crop ClassificationDomain Adaptation | CodeCode Available | 0 |
| Time series features for supporting hydrometeorological explorations and predictions in ungauged locations using large datasets | Apr 13, 2022 | regressionTime Series | —Unverified | 0 |
| Overparameterized Linear Regression under Adversarial Attacks | Apr 13, 2022 | regression | —Unverified | 0 |
| Generalization Error Bounds for Multiclass Sparse Linear Classifiers | Apr 13, 2022 | Binary Classificationfeature selection | —Unverified | 0 |
| Deep Relation Learning for Regression and Its Application to Brain Age Estimation | Apr 13, 2022 | Age Estimationregression | —Unverified | 0 |
| Sketching Algorithms and Lower Bounds for Ridge Regression | Apr 13, 2022 | regression | —Unverified | 0 |
| Trajectory-based Algorithm Selection with Warm-starting | Apr 13, 2022 | regression | —Unverified | 0 |
| Automated Learning of Interpretable Models with Quantified Uncertainty | Apr 12, 2022 | BIG-bench Machine LearningInterpretable Machine Learning | —Unverified | 0 |
| PyDTS: A Python Package for Discrete-Time Survival (Regularized) Regression with Competing Risks | Apr 12, 2022 | regressionSurvival Analysis | CodeCode Available | 1 |
| Ensemble learning for portfolio valuation and risk management | Apr 12, 2022 | Ensemble LearningManagement | —Unverified | 0 |
| Robust online joint state/input/parameter estimation of linear systems | Apr 12, 2022 | parameter estimationregression | —Unverified | 0 |
| Regression or Classification? Reflection on BP prediction from PPG data using Deep Neural Networks in the scope of practical applications | Apr 12, 2022 | ClassificationDiagnostic | —Unverified | 0 |
| Position-aware Location Regression Network for Temporal Video Grounding | Apr 12, 2022 | Positionregression | —Unverified | 0 |
| Local Random Feature Approximations of the Gaussian Kernel | Apr 12, 2022 | regression | CodeCode Available | 1 |
| Cello: Efficient Computer Systems Optimization with Predictive Early Termination and Censored Regression | Apr 11, 2022 | regression | —Unverified | 0 |
| Two-step estimation in linear regressions with adaptive learning | Apr 11, 2022 | regressionVocal Bursts Valence Prediction | —Unverified | 0 |
| RMFGP: Rotated Multi-fidelity Gaussian process with Dimension Reduction for High-dimensional Uncertainty Quantification | Apr 11, 2022 | Active LearningDimensionality Reduction | —Unverified | 0 |
| Artificial Intelligence-Assisted Optimization and Multiphase Analysis of Polygon PEM Fuel Cells | Apr 10, 2022 | regression | —Unverified | 0 |
| KUCST@LT-EDI-ACL2022: Detecting Signs of Depression from Social Media Text | Apr 9, 2022 | regression | —Unverified | 0 |
| S4OD: Semi-Supervised learning for Single-Stage Object Detection | Apr 9, 2022 | Objectobject-detection | —Unverified | 0 |
| Refining time-space traffic diagrams: A simple multiple linear regression model | Apr 9, 2022 | regression | —Unverified | 0 |
| Neuronal diversity can improve machine learning for physics and beyond | Apr 9, 2022 | Diversityimage-classification | CodeCode Available | 0 |
| Distance approximation to support customer selection in vehicle routing problems | Apr 7, 2022 | regressionTraveling Salesman Problem | CodeCode Available | 0 |
| Mapping the Multilingual Margins: Intersectional Biases of Sentiment Analysis Systems in English, Spanish, and Arabic | Apr 7, 2022 | Fairnessregression | —Unverified | 0 |
| Consensual Aggregation on Random Projected High-dimensional Features for Regression | Apr 6, 2022 | LEMMAModel Selection | —Unverified | 0 |
