| DoGR: Disaggregated Gaussian Regression for Reproducible Analysis of Heterogeneous Data | Aug 31, 2021 | regression | CodeCode Available | 0 |
| An FEA surrogate model with Boundary Oriented Graph Embedding approach | Aug 30, 2021 | Cantilever BeamDecision Making | CodeCode Available | 0 |
| Data-driven Small-signal Modeling for Converter-based Power Systems | Aug 30, 2021 | regression | —Unverified | 0 |
| Variational voxelwise rs-fMRI representation learning: Evaluation of sex, age, and neuropsychiatric signatures | Aug 29, 2021 | Dimensionality Reductionregression | —Unverified | 0 |
| Machine learning on DNA-encoded library count data using an uncertainty-aware probabilistic loss function | Aug 27, 2021 | DenoisingDrug Discovery | CodeCode Available | 1 |
| Rethinking the Misalignment Problem in Dense Object Detection | Aug 27, 2021 | Dense Object DetectionObject | CodeCode Available | 0 |
| Comparing Classes of Estimators: When does Gradient Descent Beat Ridge Regression in Linear Models? | Aug 26, 2021 | regressionUnity | CodeCode Available | 0 |
| Simulating progressive intramural damage leading to aortic dissection using an operator-regression neural network | Aug 25, 2021 | regression | —Unverified | 0 |
| Heavy-tailed Streaming Statistical Estimation | Aug 25, 2021 | regressionStochastic Optimization | —Unverified | 0 |
| Moving average options: Machine Learning and Gauss-Hermite quadrature for a double non-Markovian problem | Aug 25, 2021 | GPRregression | —Unverified | 0 |
| Measurement of Hybrid Rocket Solid Fuel Regression Rate for a Slab Burner using Deep Learning | Aug 25, 2021 | regression | —Unverified | 0 |
| A Method for Inferring Polymers Based on Linear Regression and Integer Programming | Aug 24, 2021 | Formregression | —Unverified | 0 |
| Predicting Census Survey Response Rates With Parsimonious Additive Models and Structured Interactions | Aug 24, 2021 | Additive modelsregression | CodeCode Available | 0 |
| On the Effectiveness of Genetic Operations in Symbolic Regression | Aug 24, 2021 | Diversityregression | —Unverified | 0 |
| Reconcile Prediction Consistency for Balanced Object Detection | Aug 24, 2021 | ClassificationObject | —Unverified | 0 |
| Adaptive Explainable Continual Learning Framework for Regression Problems with Focus on Power Forecasts | Aug 24, 2021 | Continual Learningregression | —Unverified | 0 |
| Data Aggregation for Reducing Training Data in Symbolic Regression | Aug 24, 2021 | BIG-bench Machine Learningregression | —Unverified | 0 |
| Generative and Contrastive Self-Supervised Learning for Graph Anomaly Detection | Aug 23, 2021 | Anomaly DetectionAttribute | CodeCode Available | 1 |
| Credit Card Fraud Detection using Machine Learning: A Study | Aug 23, 2021 | BIG-bench Machine LearningFraud Detection | —Unverified | 0 |
| Convex Latent Effect Logit Model via Sparse and Low-rank Decomposition | Aug 22, 2021 | Discrete Choice Modelsparameter estimation | —Unverified | 0 |
| Efficient Gaussian Neural Processes for Regression | Aug 22, 2021 | Decision MakingMeta-Learning | —Unverified | 0 |
| Inference in high-dimensional regression models without the exact or L^p sparsity | Aug 21, 2021 | regression | —Unverified | 0 |
| Regression Discontinuity Designs | Aug 20, 2021 | Causal Inferenceregression | —Unverified | 0 |
| Distributionally Robust Learning | Aug 20, 2021 | Decision Makingregression | —Unverified | 0 |
| Boosting of Head Pose Estimation by Knowledge Distillation | Aug 20, 2021 | Head Pose EstimationKnowledge Distillation | —Unverified | 0 |