| Simulation platform for pattern recognition based on reservoir computing with memristor networks | Dec 1, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Conformal Time-series Forecasting | Dec 1, 2021 | Conformal PredictionDecision Making | CodeCode Available | 1 |
| Compositional Modeling of Nonlinear Dynamical Systems with ODE-based Random Features | Dec 1, 2021 | Bayesian InferenceGaussian Processes | CodeCode Available | 0 |
| Change Point Detection via Multivariate Singular Spectrum Analysis | Dec 1, 2021 | Change Point DetectionTime Series | —Unverified | 0 |
| Probabilistic Forecasting: A Level-Set Approach | Dec 1, 2021 | quantile regressionTime Series | —Unverified | 0 |
| Probabilistic Transformer For Time Series Analysis | Dec 1, 2021 | Human motion predictionmotion prediction | —Unverified | 0 |
| SurvODE: Extrapolating Gene Expression Distribution for Early Cancer Identification | Nov 30, 2021 | Irregular Time SeriesTime Series | —Unverified | 0 |
| Changepoint Analysis of Topic Proportions in Temporal Text Data | Nov 29, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Harnessing expressive capacity of Machine Learning modeling to represent complex coupling of Earth's auroral space weather regimes | Nov 29, 2021 | Multi-Task LearningPrediction | —Unverified | 0 |
| NeuralProphet: Explainable Forecasting at Scale | Nov 29, 2021 | Decision MakingPhilosophy | CodeCode Available | 2 |
| Self-supervised Autoregressive Domain Adaptation for Time Series Data | Nov 29, 2021 | Domain AdaptationSelf-Supervised Learning | CodeCode Available | 1 |
| Evaluating Privacy-Preserving Machine Learning in Critical Infrastructures: A Case Study on Time-Series Classification | Nov 29, 2021 | BIG-bench Machine LearningPrivacy Preserving | CodeCode Available | 0 |
| Deep Decomposition for Stochastic Normal-Abnormal Transport | Nov 29, 2021 | Optical Flow EstimationTime Series | —Unverified | 0 |
| TsFeX: Contact Tracing Model using Time Series Feature Extraction and Gradient Boosting | Nov 29, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Improving Deep Learning Interpretability by Saliency Guided Training | Nov 29, 2021 | Deep LearningTime Series | CodeCode Available | 1 |
| Learning Wildfire Model from Incomplete State Observations | Nov 28, 2021 | Managementmodel | —Unverified | 0 |
| Achieving an Accurate Random Process Model for PV Power using Cheap Data: Leveraging the SDE and Public Weather Reports | Nov 27, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Factor-augmented tree ensembles | Nov 27, 2021 | Ensemble Learningregression | CodeCode Available | 0 |
| Correlation Based Feature Subset Selection for Multivariate Time-Series Data | Nov 26, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| SARS-CoV-2 Dissemination using a Network of the United States Counties | Nov 26, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Amercing: An Intuitive, Elegant and Effective Constraint for Dynamic Time Warping | Nov 26, 2021 | Dynamic Time WarpingTime Series | CodeCode Available | 1 |
| A Variational Inference Approach to Inverse Problems with Gamma Hyperpriors | Nov 26, 2021 | Model SelectionTime Series | —Unverified | 0 |
| Wavelet‐attention‐based traffic prediction for smart cities | Nov 25, 2021 | PredictionTime Series | —Unverified | 0 |
| Expert Aggregation for Financial Forecasting | Nov 25, 2021 | BIG-bench Machine LearningMixture-of-Experts | —Unverified | 0 |
| Neural network stochastic differential equation models with applications to financial data forecasting | Nov 25, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 1 |