| Vertical federated learning based on DFP and BFGS | Jan 23, 2021 | Federated Learningregression | —Unverified | 0 |
| Next-best-view Regression using a 3D Convolutional Neural Network | Jan 23, 2021 | 3D Object ReconstructionObject Reconstruction | CodeCode Available | 0 |
| Prediction of Chronic Kidney Disease - A Machine Learning Perspective | Jan 22, 2021 | Disease Predictionfeature selection | —Unverified | 0 |
| Linear Regression with Distributed Learning: A Generalization Error Perspective | Jan 22, 2021 | regression | —Unverified | 0 |
| Projected Statistical Methods for Distributional Data on the Real Line with the Wasserstein Metric | Jan 22, 2021 | regression | CodeCode Available | 0 |
| Autocart -- spatially-aware regression trees for ecological and spatial modeling | Jan 20, 2021 | regression | —Unverified | 0 |
| Robust W-GAN-Based Estimation Under Wasserstein Contamination | Jan 20, 2021 | regression | —Unverified | 0 |
| Focal and Efficient IOU Loss for Accurate Bounding Box Regression | Jan 20, 2021 | object-detectionObject Detection | CodeCode Available | 0 |
| SEMULATOR: Emulating the Dynamics of Crossbar Array-based Analog Neural System with Regression Neural Networks | Jan 19, 2021 | regression | —Unverified | 0 |
| Uncertainty-Aware Body Composition Analysis with Deep Regression Ensembles on UK Biobank MRI | Jan 18, 2021 | regressionUncertainty Quantification | CodeCode Available | 0 |
| CFC-Net: A Critical Feature Capturing Network for Arbitrary-Oriented Object Detection in Remote Sensing Images | Jan 18, 2021 | Objectobject-detection | CodeCode Available | 1 |
| Transferring model structure in Bayesian transfer learning for Gaussian process regression | Jan 18, 2021 | Decision Makingregression | —Unverified | 0 |
| Deep Cox Mixtures for Survival Regression | Jan 16, 2021 | regressionSurvival Analysis | CodeCode Available | 1 |
| Fitting very flexible models: Linear regression with large numbers of parameters | Jan 15, 2021 | DenoisingModel Selection | —Unverified | 0 |
| A Novel Cluster Classify Regress Model Predictive Controller Formulation; CCR-MPC | Jan 15, 2021 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| Causal Gradient Boosting: Boosted Instrumental Variable Regression | Jan 15, 2021 | regression | —Unverified | 0 |
| Fundamental Tradeoffs in Distributionally Adversarial Training | Jan 15, 2021 | Binary Classificationregression | —Unverified | 0 |
| Joint Dimensionality Reduction for Separable Embedding Estimation | Jan 14, 2021 | Dimensionality Reductionfeature selection | —Unverified | 0 |
| TUDublin team at Constraint@AAAI2021 -- COVID19 Fake News Detection | Jan 14, 2021 | Binary ClassificationFake News Detection | —Unverified | 0 |
| Uniform Error and Posterior Variance Bounds for Gaussian Process Regression with Application to Safe Control | Jan 13, 2021 | Gaussian Processesregression | —Unverified | 0 |
| Multiscale regression on unknown manifolds | Jan 13, 2021 | regression | —Unverified | 0 |
| Estimating and Evaluating Regression Predictive Uncertainty in Deep Object Detectors | Jan 13, 2021 | Objectobject-detection | CodeCode Available | 1 |
| Empirical Decomposition of the IV-OLS Gap with Heterogeneous and Nonlinear Effects | Jan 12, 2021 | regression | —Unverified | 0 |
| Deep Neural Networks to Recover Unknown Physical Parameters from Oscillating Time Series | Jan 11, 2021 | Denoisingregression | —Unverified | 0 |
| Using the Econometric Models for Identification of Risk Factors for Albanian SMEs (Case study: SMEs of Gjirokastra region) | Jan 10, 2021 | regression | —Unverified | 0 |
