| Multi-future Merchant Transaction Prediction | Jul 10, 2020 | DecoderFraud Detection | —Unverified | 0 |
| Graph Signal Processing: Vertex Multiplication | Jul 9, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Fast Variational Learning in State-Space Gaussian Process Models | Jul 9, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Penalized Estimation and Forecasting of Multiple Subject Intensive Longitudinal Data | Jul 9, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Long Short-Term Memory Spiking Networks and Their Applications | Jul 9, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Learning Differential Equations that are Easy to Solve | Jul 9, 2020 | Density EstimationTime Series | CodeCode Available | 1 |
| Improving the Robustness of Trading Strategy Backtesting with Boltzmann Machines and Generative Adversarial Networks | Jul 9, 2020 | ManagementTime Series | —Unverified | 0 |
| Accuracy of neural networks for the simulation of chaotic dynamics: precision of training data vs precision of the algorithm | Jul 8, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Winning with Simple Learning Models: Detecting Earthquakes in Groningen, the Netherlands | Jul 8, 2020 | Deep LearningEvent Detection | —Unverified | 0 |
| MR. Estimator, a toolbox to determine intrinsic timescales from subsampled spiking activity | Jul 7, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Classification with 2-D Convolutional Neural Networks for breast cancer diagnosis | Jul 7, 2020 | ClassificationDiagnostic | CodeCode Available | 0 |
| Multivariate Time Series Classification Using Spiking Neural Networks | Jul 7, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Compact representation of temporal processes in echosounder time series via matrix decomposition | Jul 6, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Examining COVID-19 Forecasting using Spatio-Temporal Graph Neural Networks | Jul 6, 2020 | Graph Neural NetworkTime Series | CodeCode Available | 0 |
| Leveraging Class Hierarchies with Metric-Guided Prototype Learning | Jul 6, 2020 | General ClassificationSemantic Segmentation | CodeCode Available | 1 |
| Adaptive Graph Convolutional Recurrent Network for Traffic Forecasting | Jul 6, 2020 | Graph GenerationGraph Neural Network | CodeCode Available | 1 |
| Time-series forecasting of Bitcoin prices using high-dimensional features: a machine learning approach | Jul 4, 2020 | BIG-bench Machine LearningClassification | CodeCode Available | 1 |
| Inference on the change point in high dimensional time series models via plug in least squares | Jul 3, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| High-recall causal discovery for autocorrelated time series with latent confounders | Jul 3, 2020 | Causal DiscoveryTime Series | —Unverified | 0 |
| Path Signatures on Lie Groups | Jul 2, 2020 | Action RecognitionTemporal Action Localization | CodeCode Available | 0 |
| Accurate Characterization of Non-Uniformly Sampled Time Series using Stochastic Differential Equations | Jul 2, 2020 | Bayesian OptimizationCompressive Sensing | CodeCode Available | 0 |
| Handling Variable-Dimensional Time Series with Graph Neural Networks | Jul 1, 2020 | Activity RecognitionGraph Neural Network | —Unverified | 0 |
| Lightweight Temporal Self-Attention for Classifying Satellite Image Time Series | Jul 1, 2020 | Earth ObservationTime Series | CodeCode Available | 1 |
| Subject-Aware Contrastive Learning for Biosignals | Jun 30, 2020 | Anomaly DetectionContrastive Learning | CodeCode Available | 1 |
| Graph Neural Networks for Leveraging Industrial Equipment Structure: An application to Remaining Useful Life Estimation | Jun 30, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
