| SONNET: A Self-Guided Ordinal Regression Neural Network for Segmentation and Classification of Nuclei in Large-Scale Multi-Tissue Histology Images | Feb 9, 2022 | ClassificationMulti-tissue Nucleus Segmentation | CodeCode Available | 1 |
| Active Learning Improves Performance on Symbolic RegressionTasks in StackGP | Feb 9, 2022 | Active Learningregression | —Unverified | 0 |
| A Reinforcement Learning Approach to Domain-Knowledge Inclusion Using Grammar Guided Symbolic Regression | Feb 9, 2022 | regressionreinforcement-learning | CodeCode Available | 0 |
| Class Distance Weighted Cross-Entropy Loss for Ulcerative Colitis Severity Estimation | Feb 9, 2022 | Image Classificationregression | CodeCode Available | 1 |
| House Price Valuation Model Based on Geographically Neural Network Weighted Regression: The Case Study of Shenzhen, China | Feb 9, 2022 | regression | —Unverified | 0 |
| Dynamic Heterogeneous Distribution Regression Panel Models, with an Application to Labor Income Processes | Feb 8, 2022 | regressionvalid | —Unverified | 0 |
| SCR: Smooth Contour Regression with Geometric Priors | Feb 8, 2022 | Instance SegmentationObject | —Unverified | 0 |
| Fourier Representations for Black-Box Optimization over Categorical Variables | Feb 8, 2022 | regressionThompson Sampling | —Unverified | 0 |
| Improved Convergence Rates for Sparse Approximation Methods in Kernel-Based Learning | Feb 8, 2022 | Gaussian Processesregression | —Unverified | 0 |
| Distribution Regression with Sliced Wasserstein Kernels | Feb 8, 2022 | regression | CodeCode Available | 0 |