| Learning Sparse Nonlinear Dynamics via Mixed-Integer Optimization | Jun 1, 2022 | Model Discoveryregression | CodeCode Available | 1 |
| SymFormer: End-to-end symbolic regression using transformer-based architecture | May 31, 2022 | Neural RenderingNovel View Synthesis | CodeCode Available | 1 |
| Fast Nonlinear Vector Quantile Regression | May 30, 2022 | GPUquantile regression | CodeCode Available | 1 |
| RankSim: Ranking Similarity Regularization for Deep Imbalanced Regression | May 30, 2022 | Deep imbalanced regressionInductive Bias | CodeCode Available | 1 |
| Learning Dynamical Systems via Koopman Operator Regression in Reproducing Kernel Hilbert Spaces | May 27, 2022 | regression | CodeCode Available | 1 |
| Censored Quantile Regression Neural Networks for Distribution-Free Survival Analysis | May 26, 2022 | quantile regressionregression | CodeCode Available | 1 |
| Deletion and Insertion Tests in Regression Models | May 25, 2022 | Additive modelsExplainable Artificial Intelligence (XAI) | CodeCode Available | 1 |
| Instance-Based Uncertainty Estimation for Gradient-Boosted Regression Trees | May 23, 2022 | regressiontabular-regression | CodeCode Available | 1 |
| The Unreasonable Effectiveness of Deep Evidential Regression | May 20, 2022 | regressionUncertainty Quantification | CodeCode Available | 1 |
| Latent Variable Method Demonstrator -- Software for Understanding Multivariate Data Analytics Algorithms | May 17, 2022 | Chemical Processregression | CodeCode Available | 1 |
| BiCo-Net: Regress Globally, Match Locally for Robust 6D Pose Estimation | May 7, 2022 | 6D Pose EstimationBenchmarking | CodeCode Available | 1 |
| Homography-Based Loss Function for Camera Pose Regression | May 4, 2022 | Deep Learningregression | CodeCode Available | 1 |
| End-to-end symbolic regression with transformers | Apr 22, 2022 | regressionSymbolic Regression | CodeCode Available | 1 |
| Deep transfer operator learning for partial differential equations under conditional shift | Apr 20, 2022 | Domain AdaptationOperator learning | CodeCode Available | 1 |
| A Machine Learning Tutorial for Operational Meteorology, Part I: Traditional Machine Learning | Apr 15, 2022 | BIG-bench Machine Learningregression | CodeCode Available | 1 |
| Control-oriented meta-learning | Apr 14, 2022 | Meta-Learningregression | CodeCode Available | 1 |
| PyDTS: A Python Package for Discrete-Time Survival (Regularized) Regression with Competing Risks | Apr 12, 2022 | regressionSurvival Analysis | CodeCode Available | 1 |
| Local Random Feature Approximations of the Gaussian Kernel | Apr 12, 2022 | regression | CodeCode Available | 1 |
| GP-BART: a novel Bayesian additive regression trees approach using Gaussian processes | Apr 5, 2022 | Gaussian Processesregression | CodeCode Available | 1 |
| Feature robustness and sex differences in medical imaging: a case study in MRI-based Alzheimer's disease detection | Apr 4, 2022 | Alzheimer's Disease DetectionBinary Classification | CodeCode Available | 1 |
| Multi-Scale Representation Learning on Proteins | Apr 4, 2022 | graph constructionProtein Function Prediction | CodeCode Available | 1 |
| ES6D: A Computation Efficient and Symmetry-Aware 6D Pose Regression Framework | Apr 3, 2022 | 3D Object Detection6D Pose Estimation | CodeCode Available | 1 |
| PixelFolder: An Efficient Progressive Pixel Synthesis Network for Image Generation | Apr 2, 2022 | Image Generationregression | CodeCode Available | 1 |
| Unimodal-Concentrated Loss: Fully Adaptive Label Distribution Learning for Ordinal Regression | Apr 1, 2022 | Head Pose EstimationLearning-To-Rank | CodeCode Available | 1 |
| Separate and conquer heuristic allows robust mining of contrast sets in classification, regression, and survival data | Apr 1, 2022 | AttributePrognosis | CodeCode Available | 1 |
