| DMRVisNet: Deep Multi-head Regression Network for Pixel-wise Visibility Estimation Under Foggy Weather | Dec 8, 2021 | Decision MakingManagement | —Unverified | 0 |
| Accelerating Understanding of Scientific Experiments with End to End Symbolic Regression | Dec 7, 2021 | regressionSymbolic Regression | —Unverified | 0 |
| More layers! End-to-end regression and uncertainty on tabular data with deep learning | Dec 7, 2021 | parameter estimationregression | CodeCode Available | 1 |
| Mesh-Based Solutions for Nonparametric Penalized Regression | Dec 7, 2021 | regression | —Unverified | 0 |
| Nonparametric Treatment Effect Identification in School Choice | Dec 7, 2021 | Diagnosticregression | —Unverified | 0 |
| Phase transitions in nonparametric regressions | Dec 7, 2021 | regression | —Unverified | 0 |
| A decomposition method to evaluate the `paradox of progress' with evidence for Argentina | Dec 7, 2021 | quantile regressionregression | —Unverified | 0 |
| Universalizing Weak Supervision | Dec 7, 2021 | Computational EfficiencyLearning-To-Rank | —Unverified | 0 |
| Flood Inflow Forecast Using L2-norm Ensemble Weighting Sea Surface Feature | Dec 6, 2021 | Managementregression | —Unverified | 0 |
| Bounding Wasserstein distance with couplings | Dec 6, 2021 | regression | CodeCode Available | 0 |
| Cross-validation for change-point regression: pitfalls and solutions | Dec 6, 2021 | regression | CodeCode Available | 0 |
| Visual Inference and Graphical Representation in Regression Discontinuity Designs | Dec 6, 2021 | regression | —Unverified | 0 |
| Simultaneously Predicting Multiple Plant Traits from Multiple Sensors via Deformable CNN Regression | Dec 6, 2021 | regression | CodeCode Available | 1 |
| MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular Image | Dec 6, 2021 | 3D Hand Pose EstimationCPU | CodeCode Available | 1 |
| DANets: Deep Abstract Networks for Tabular Data Classification and Regression | Dec 6, 2021 | regression | CodeCode Available | 1 |
| Local Adaptivity of Gradient Boosting in Histogram Transform Ensemble Learning | Dec 5, 2021 | Ensemble Learningregression | —Unverified | 0 |
| Smart IoT-Biofloc water management system using Decision regression tree | Dec 5, 2021 | ManagementNutrition | —Unverified | 0 |
| Fast Graph Neural Tangent Kernel via Kronecker Sketching | Dec 4, 2021 | regression | —Unverified | 0 |
| BenchML: an extensible pipelining framework for benchmarking representations of materials and molecules at scale | Dec 4, 2021 | BenchmarkingHyperparameter Optimization | CodeCode Available | 1 |
| Construction de variables a l'aide de classifieurs comme aide a la regression | Dec 3, 2021 | regression | CodeCode Available | 0 |
| Prediction and compression of lattice QCD data using machine learning algorithms on quantum annealer | Dec 3, 2021 | BIG-bench Machine Learningregression | —Unverified | 0 |
| In situ process quality monitoring and defect detection for direct metal laser melting | Dec 3, 2021 | Defect DetectionFault Detection | —Unverified | 0 |
| A Systematic IoU-Related Method: Beyond Simplified Regression for Better Localization | Dec 3, 2021 | regression | —Unverified | 0 |
| RafterNet: Probabilistic predictions in multi-response regression | Dec 2, 2021 | regression | —Unverified | 0 |
| RIF Regression via Sensitivity Curves | Dec 2, 2021 | regressionSensitivity | —Unverified | 0 |
| Dimension-Free Average Treatment Effect Inference with Deep Neural Networks | Dec 2, 2021 | regressionUncertainty Quantification | —Unverified | 0 |
| Level set learning with pseudo-reversible neural networks for nonlinear dimension reduction in function approximation | Dec 2, 2021 | Dimensionality Reductionregression | CodeCode Available | 1 |
| Classifying Verses of the Quran using Doc2vec | Dec 1, 2021 | regressionSemantic Similarity | —Unverified | 0 |
| Structural Sieves | Dec 1, 2021 | regression | —Unverified | 0 |
| Learning Oriented Remote Sensing Object Detection via Naive Geometric Computing | Dec 1, 2021 | object-detectionObject Detection | —Unverified | 0 |
| Label-Free Model Evaluation with Semi-Structured Dataset Representations | Dec 1, 2021 | regression | CodeCode Available | 0 |
| Minimax Analysis for Inverse Risk in Nonparametric Planer Invertible Regression | Dec 1, 2021 | Econometricsregression | CodeCode Available | 0 |
| PoseKernelLifter: Metric Lifting of 3D Human Pose using Sound | Dec 1, 2021 | regression | —Unverified | 0 |
| Training Experimentally Robust and Interpretable Binarized Regression Models Using Mixed-Integer Programming | Dec 1, 2021 | Classificationregression | —Unverified | 0 |
| Differentially Private Model Personalization | Dec 1, 2021 | modelregression | —Unverified | 0 |
| A Highly-Efficient Group Elastic Net Algorithm with an Application to Function-On-Scalar Regression | Dec 1, 2021 | CPUfeature selection | —Unverified | 0 |
| Parameter-free HE-friendly Logistic Regression | Dec 1, 2021 | BIG-bench Machine LearningPrivacy Preserving | —Unverified | 0 |
| Concentration inequalities under sub-Gaussian and sub-exponential conditions | Dec 1, 2021 | regression | —Unverified | 0 |
| Neural Regression, Representational Similarity, Model Zoology & Neural Taskonomy at Scale in Rodent Visual Cortex | Dec 1, 2021 | BenchmarkingObject Recognition | CodeCode Available | 1 |
| Symbolic Regression via Deep Reinforcement Learning Enhanced Genetic Programming Seeding | Dec 1, 2021 | Combinatorial OptimizationDeep Reinforcement Learning | CodeCode Available | 1 |
| BAST: Bayesian Additive Regression Spanning Trees for Complex Constrained Domain | Dec 1, 2021 | Bayesian Inferenceregression | CodeCode Available | 0 |
| A Bayesian-Symbolic Approach to Reasoning and Learning in Intuitive Physics | Dec 1, 2021 | Bayesian InferenceBilevel Optimization | —Unverified | 0 |
| What’s a good imputation to predict with missing values? | Dec 1, 2021 | ImputationMissing Values | —Unverified | 0 |
| Machine Learning for Air Transport Planning and Management | Nov 30, 2021 | BIG-bench Machine LearningDemand Forecasting | —Unverified | 0 |
| Efficient and robust high-dimensional sparse logistic regression via nonlinear primal-dual hybrid gradient algorithms | Nov 30, 2021 | regressionVariable Selection | —Unverified | 0 |
| Bayesian Modelling of Multivalued Power Curves from an Operational Wind Farm | Nov 30, 2021 | regression | —Unverified | 0 |
| Automated Speech Scoring System Under The Lens: Evaluating and interpreting the linguistic cues for language proficiency | Nov 30, 2021 | Feature Importanceregression | —Unverified | 0 |
| PGNets: Planet mass prediction using convolutional neural networks for radio continuum observations of protoplanetary disks | Nov 30, 2021 | regression | CodeCode Available | 0 |
| Classification-Regression for Chart Comprehension | Nov 29, 2021 | Chart Question AnsweringClassification | CodeCode Available | 1 |
| NeuralProphet: Explainable Forecasting at Scale | Nov 29, 2021 | Decision MakingPhilosophy | CodeCode Available | 2 |