| Comparison of machine learning algorithms for merging gridded satellite and earth-observed precipitation data | Dec 17, 2022 | regression | —Unverified | 0 |
| Improving Levenberg-Marquardt Algorithm for Neural Networks | Dec 17, 2022 | regression | CodeCode Available | 0 |
| Machine Learning as an Accurate Predictor for Percolation Threshold of Diverse Networks | Dec 16, 2022 | Attributeregression | —Unverified | 0 |
| Penalised regression with multiple sources of prior effects | Dec 16, 2022 | Classificationregression | CodeCode Available | 0 |
| Shapley variable importance cloud for machine learning models | Dec 16, 2022 | Interpretable Machine Learningregression | —Unverified | 0 |
| Efficient Conditionally Invariant Representation Learning | Dec 16, 2022 | Fairnessregression | CodeCode Available | 1 |
| Robustness Evaluation of Regression Tasks with Skewed Domain Preferences | Dec 15, 2022 | regression | —Unverified | 0 |
| Variable Clustering via Distributionally Robust Nodewise Regression | Dec 15, 2022 | Clusteringregression | —Unverified | 0 |
| QueryPose: Sparse Multi-Person Pose Regression via Spatial-Aware Part-Level Query | Dec 15, 2022 | regression | CodeCode Available | 1 |
| Transformers learn in-context by gradient descent | Dec 15, 2022 | In-Context LearningMeta-Learning | CodeCode Available | 2 |
| ExReg: Wide-range Photo Exposure Correction via a Multi-dimensional Regressor with Attention | Dec 14, 2022 | DecoderExposure Correction | —Unverified | 0 |
| The finite sample performance of instrumental variable-based estimators of the Local Average Treatment Effect when controlling for covariates | Dec 14, 2022 | regression | —Unverified | 0 |
| Approximating Optimal Estimation of Time Offset Synchronization with Temperature Variations | Dec 14, 2022 | regression | —Unverified | 0 |
| On LASSO for High Dimensional Predictive Regression | Dec 14, 2022 | regressionTime Series | —Unverified | 0 |
| Dual Accuracy-Quality-Driven Neural Network for Prediction Interval Generation | Dec 13, 2022 | PredictionPrediction Intervals | CodeCode Available | 1 |
| Community Time-Activity Trajectory Modelling based on Markov Chain Simulation and Dirichlet Regression | Dec 13, 2022 | regressionTrajectory Modeling | —Unverified | 0 |
| Hybrid Censored Quantile Regression Forest to Assess the Heterogeneous Effects | Dec 12, 2022 | quantile regressionregression | —Unverified | 0 |
| VOQL: Towards Optimal Regret in Model-free RL with Nonlinear Function Approximation | Dec 12, 2022 | Q-Learningregression | —Unverified | 0 |
| Regression with Label Differential Privacy | Dec 12, 2022 | regression | —Unverified | 0 |
| GWRBoost:A geographically weighted gradient boosting method for explainable quantification of spatially-varying relationships | Dec 12, 2022 | parameter estimationregression | —Unverified | 0 |
| HDNet: A Hierarchically Decoupled Network for Crowd Counting | Dec 12, 2022 | Crowd CountingDensity Estimation | —Unverified | 0 |
| CTT-Net: A Multi-view Cross-token Transformer for Cataract Postoperative Visual Acuity Prediction | Dec 12, 2022 | regression | CodeCode Available | 0 |
| Retire: Robust Expectile Regression in High Dimensions | Dec 11, 2022 | quantile regressionregression | —Unverified | 0 |
| Corruption-tolerant Algorithms for Generalized Linear Models | Dec 11, 2022 | regression | CodeCode Available | 0 |
| Machine Learning Framework: Competitive Intelligence and Key Drivers Identification of Market Share Trends Among Healthcare Facilities | Dec 9, 2022 | regression | —Unverified | 0 |
