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| Formal Verification of Unknown Dynamical Systems via Gaussian Process Regression | Dec 31, 2021 | regression | CodeCode Available | 0 |
| Time varying regression with hidden linear dynamics | Dec 29, 2021 | regression | —Unverified | 0 |
| Nested Nonparametric Instrumental Variable Regression | Dec 28, 2021 | BIG-bench Machine LearningCausal Inference | —Unverified | 0 |
| Exponential Family Model-Based Reinforcement Learning via Score Matching | Dec 28, 2021 | Density EstimationModel-based Reinforcement Learning | CodeCode Available | 0 |
| Improving Nonparametric Classification via Local Radial Regression with an Application to Stock Prediction | Dec 28, 2021 | regressionStock Prediction | —Unverified | 0 |
| Vegetation Stratum Occupancy Prediction from Airborne LiDAR 3D Point Clouds | Dec 27, 2021 | Deep Learningregression | —Unverified | 0 |
| MPCLeague: Robust MPC Platform for Privacy-Preserving Machine Learning | Dec 26, 2021 | BenchmarkingBIG-bench Machine Learning | —Unverified | 0 |
| DP-UTIL: Comprehensive Utility Analysis of Differential Privacy in Machine Learning | Dec 24, 2021 | BIG-bench Machine LearningInference Attack | CodeCode Available | 0 |
| The utility of wearable devices in assessing ambulatory impairments of people with multiple sclerosis in free-living conditions | Dec 22, 2021 | Feature Importancefeature selection | —Unverified | 0 |
| Analytical Modelling of Exoplanet Transit Specroscopy with Dimensional Analysis and Symbolic Regression | Dec 22, 2021 | Physical Intuitionregression | —Unverified | 0 |
| Bayesian Approaches to Shrinkage and Sparse Estimation | Dec 22, 2021 | Bayesian Inferencequantile regression | CodeCode Available | 0 |
| Preserving gauge invariance in neural networks | Dec 21, 2021 | regression | —Unverified | 0 |
| Deep Learning Based 3D Point Cloud Regression for Estimating Forest Biomass | Dec 21, 2021 | Managementregression | —Unverified | 0 |
| Toward Explainable AI for Regression Models | Dec 21, 2021 | Explainable Artificial Intelligence (XAI)regression | CodeCode Available | 1 |
| Predicting treatment effects from observational studies using machine learning methods: A simulation study | Dec 20, 2021 | BIG-bench Machine Learningcounterfactual | —Unverified | 0 |
| CORE: A Knowledge Graph Entity Type Prediction Method via Complex Space Regression and Embedding | Dec 19, 2021 | BenchmarkingPrediction | —Unverified | 0 |
| Modelling of Received Signals in Molecular Communication Systems based machine learning: Comparison of azure machine learning and Python tools | Dec 19, 2021 | BIG-bench Machine Learningregression | —Unverified | 0 |
| Discretization and Re-synthesis: an alternative method to solve the Cocktail Party Problem | Dec 17, 2021 | regressionSpeech Separation | —Unverified | 0 |
| Improving evidential deep learning via multi-task learning | Dec 17, 2021 | Deep LearningMulti-Task Learning | CodeCode Available | 1 |
| Correlated Product of Experts for Sparse Gaussian Process Regression | Dec 17, 2021 | Gaussian Processesregression | —Unverified | 0 |
| Constrained multi-objective optimization of process design parameters in settings with scarce data: an application to adhesive bonding | Dec 16, 2021 | Bayesian Optimizationregression | —Unverified | 0 |
| Uniform Convergence Results for the Local Linear Regression Estimation of the Conditional Distribution | Dec 16, 2021 | regression | —Unverified | 0 |
| Lassoed Boosting and Linear Prediction in the Equities Market | Dec 16, 2021 | Predictionregression | —Unverified | 0 |
| A prediction-based approach for online dynamic patient scheduling: a case study in radiotherapy treatment | Dec 16, 2021 | regressionScheduling | —Unverified | 0 |
