| tvGP-VAE: Tensor-variate Gaussian Process Prior Variational Autoencoder | Jun 8, 2020 | Gaussian ProcessesRepresentation Learning | —Unverified | 0 |
| Neural Jump Ordinary Differential Equations: Consistent Continuous-Time Prediction and Filtering | Jun 8, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Liquid Time-constant Networks | Jun 8, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 2 |
| Learning Long-Term Dependencies in Irregularly-Sampled Time Series | Jun 8, 2020 | Sequential Image ClassificationTime Series | CodeCode Available | 1 |
| Hybrid Model for Anomaly Detection on Call Detail Records by Time Series Forecasting | Jun 7, 2020 | Anomaly DetectionTime Series | —Unverified | 0 |
| A precise machine learning aided algorithm for land subsidence or upheave prediction from GNSS time series | Jun 6, 2020 | BIG-bench Machine LearningGaussian Processes | —Unverified | 0 |
| Online learning of both state and dynamics using ensemble Kalman filters | Jun 6, 2020 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| Multivariate Functional Singular Spectrum Analysis Over Different Dimensional Domains | Jun 6, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Bearing Fault Diagnosis Base on Multi-scale CNN and LSTM Model | Jun 5, 2020 | ClassificationDiagnostic | CodeCode Available | 1 |
| Time Series Analysis and Forecasting of COVID-19 Cases Using LSTM and ARIMA Models | Jun 5, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Joint learning of variational representations and solvers for inverse problems with partially-observed data | Jun 5, 2020 | Image InpaintingTime Series | CodeCode Available | 1 |
| Dimensionless Anomaly Detection on Multivariate Streams with Variance Norm and Path Signature | Jun 5, 2020 | Anomaly DetectionTime Series | CodeCode Available | 0 |
| A New Look to Three-Factor Fama-French Regression Model using Sample Innovations | Jun 3, 2020 | Econometricsregression | —Unverified | 0 |
| Prediction of short and long-term droughts using artificial neural networks and hydro-meteorological variables | Jun 3, 2020 | ManagementTime Series | —Unverified | 0 |
| Adaptive Checkpoint Adjoint Method for Gradient Estimation in Neural ODE | Jun 3, 2020 | General Classificationimage-classification | CodeCode Available | 1 |
| Interpretable Time-series Classification on Few-shot Samples | Jun 3, 2020 | ClassificationFew-Shot Learning | CodeCode Available | 1 |
| AdaVol: An Adaptive Recursive Volatility Prediction Method | Jun 3, 2020 | PredictionTime Series | CodeCode Available | 0 |
| Joint Forecasting and Interpolation of Graph Signals Using Deep Learning | Jun 2, 2020 | Deep LearningTime Series | —Unverified | 0 |
| Detection of gravitational-wave signals from binary neutron star mergers using machine learning | Jun 2, 2020 | BIG-bench Machine LearningSensitivity | CodeCode Available | 1 |
| New Approaches to Robust Inference on Market (Non-)Efficiency, Volatility Clustering and Nonlinear Dependence | Jun 1, 2020 | ClusteringTime Series | —Unverified | 0 |
| Frequency Domain Compact 3D Convolutional Neural Networks | Jun 1, 2020 | image-classificationImage Classification | —Unverified | 0 |
| Discovering Synchronized Subsets of Sequences: A Large Scale Solution | Jun 1, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| A Generalised Signature Method for Multivariate Time Series Feature Extraction | Jun 1, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| A machine learning approach for forecasting hierarchical time series | May 31, 2020 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| Interpretable Time Series Classification using Linear Models and Multi-resolution Multi-domain Symbolic Representations | May 31, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |