| A semi-supervised autoencoder framework for joint generation and classification of breathing | Oct 19, 2020 | DiagnosticGeneral Classification | —Unverified | 0 |
| Neural Additive Vector Autoregression Models for Causal Discovery in Time Series | Oct 19, 2020 | Causal DiscoveryTime Series | CodeCode Available | 1 |
| The use of scaling properties to detect relevant changes in financial time series: a new visual warning tool | Oct 18, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Cryptocurrency portfolio optimization with multivariate normal tempered stable processes and Foster-Hart risk | Oct 18, 2020 | Portfolio OptimizationTime Series | —Unverified | 0 |
| A Spatial-Temporal Graph Based Hybrid Infectious Disease Model with Application to COVID-19 | Oct 18, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Conformal prediction interval for dynamic time-series | Oct 18, 2020 | Conformal PredictionEnsemble Learning | CodeCode Available | 2 |
| Ensemble Kalman Variational Objectives: Nonlinear Latent Trajectory Inference with A Hybrid of Variational Inference and Ensemble Kalman Filter | Oct 17, 2020 | DiversityState Space Models | CodeCode Available | 0 |
| TimeSHAP: Explaining Recurrent Models through Sequence Perturbations | Oct 16, 2020 | Decision MakingFeature Importance | —Unverified | 0 |
| Uncertainty-Aware Deep Ensembles for Reliable and Explainable Predictions of Clinical Time Series | Oct 16, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Parsimonious Quantile Regression of Financial Asset Tail Dynamics via Sequential Learning | Oct 16, 2020 | quantile regressionregression | —Unverified | 0 |
| Deep Neural Dynamic Bayesian Networks applied to EEG sleep spindles modeling | Oct 16, 2020 | EEGElectroencephalogram (EEG) | CodeCode Available | 0 |
| An Accurate and Fully-Automated Ensemble Model for Weekly Time Series Forecasting | Oct 16, 2020 | Meta-Learningregression | CodeCode Available | 1 |
| On the Usage of Generative Models for Network Anomaly Detection in Multivariate Time-Series | Oct 16, 2020 | Anomaly DetectionIntrusion Detection | —Unverified | 0 |
| Neural Ordinary Differential Equations for Intervention Modeling | Oct 16, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Differentiable Divergences Between Time Series | Oct 16, 2020 | Dynamic Time WarpingTime Series | CodeCode Available | 1 |
| Improved Predictive Deep Temporal Neural Networks with Trend Filtering | Oct 16, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Short-term Wind Speed Forecasting based on LSSVM Optimized by Elitist QPSO | Oct 15, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| An Improved Online Penalty Parameter Selection Procedure for _1-Penalized Autoregressive with Exogenous Variables | Oct 15, 2020 | feature selectionTime Series | —Unverified | 0 |
| Decomposing non-stationary signals with time-varying wave-shape functions | Oct 14, 2020 | Computational Efficiencyregression | CodeCode Available | 1 |
| Graph Deep Factors for Forecasting | Oct 14, 2020 | Computational EfficiencyTime Series | —Unverified | 0 |
| Reconstruct Anomaly to Normal: Adversarial Learned and Latent Vector-constrained Autoencoder for Time-series Anomaly Detection | Oct 14, 2020 | Anomaly DetectionTime Series | —Unverified | 0 |
| VEST: Automatic Feature Engineering for Forecasting | Oct 14, 2020 | Feature Engineeringfeature selection | CodeCode Available | 1 |
| Probabilistic Time Series Forecasting with Structured Shape and Temporal Diversity | Oct 14, 2020 | DiversityPoint Processes | CodeCode Available | 1 |
| Chasing Your Long Tails: Differentially Private Prediction in Health Care Settings | Oct 13, 2020 | FairnessMortality Prediction | —Unverified | 0 |
| Correlation-wise Smoothing: Lightweight Knowledge Extraction for HPC Monitoring Data | Oct 13, 2020 | DescriptiveTime Series | —Unverified | 0 |
