| Partially Exchangeable Networks and Architectures for Learning Summary Statistics in Approximate Bayesian Computation | Jan 29, 2019 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Deep-dust: Predicting concentrations of fine dust in Seoul using LSTM | Jan 29, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Clustering Discrete-Valued Time Series | Jan 26, 2019 | ClusteringModel Selection | —Unverified | 0 |
| Discovery of Important Subsequences in Electrocardiogram Beats Using the Nearest Neighbour Algorithm | Jan 26, 2019 | ClassificationDynamic Time Warping | —Unverified | 0 |
| Portfolio Optimization under Fast Mean-reverting and Rough Fractional Stochastic Environment | Jan 24, 2019 | Portfolio OptimizationTime Series | —Unverified | 0 |
| Temporal Logistic Neural Bag-of-Features for Financial Time series Forecasting leveraging Limit Order Book Data | Jan 24, 2019 | Density EstimationTime Series | —Unverified | 0 |
| Recurrent Neural Filters: Learning Independent Bayesian Filtering Steps for Time Series Prediction | Jan 23, 2019 | State Space ModelsTime Series | CodeCode Available | 0 |
| Online Estimation of Multiple Dynamic Graphs in Pattern Sequences | Jan 22, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Anomaly detection in the dynamics of web and social networks | Jan 22, 2019 | Anomaly DetectionTime Series | CodeCode Available | 0 |
| Explainable Failure Predictions with RNN Classifiers based on Time Series Data | Jan 20, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Effective Combination of DenseNet andBiLSTM for Keyword Spotting | Jan 19, 2019 | Keyword SpottingTime Series | —Unverified | 0 |
| Kernel Change-point Detection with Auxiliary Deep Generative Models | Jan 18, 2019 | Change Point DetectionTime Series | CodeCode Available | 0 |
| Applying SVGD to Bayesian Neural Networks for Cyclical Time-Series Prediction and Inference | Jan 17, 2019 | regressionSensitivity | —Unverified | 0 |
| Efficient Matrix Profile Computation Using Different Distance Functions | Jan 17, 2019 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| lassopack: Model selection and prediction with regularized regression in Stata | Jan 16, 2019 | Model Selectionregression | —Unverified | 0 |
| Synthesising a Database of Parameterised Linear and Non-Linear Invariants for Time-Series Constraints | Jan 15, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| MAD-GAN: Multivariate Anomaly Detection for Time Series Data with Generative Adversarial Networks | Jan 15, 2019 | Anomaly DetectionBIG-bench Machine Learning | CodeCode Available | 0 |
| Predicting the Mumble of Wireless Channel with Sequence-to-Sequence Models | Jan 14, 2019 | Caption GenerationLanguage Modeling | —Unverified | 0 |
| Sales Demand Forecast in E-commerce using a Long Short-Term Memory Neural Network Methodology | Jan 13, 2019 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Forecasting Granular Audience Size for Online Advertising | Jan 8, 2019 | AttributeTime Series | —Unverified | 0 |
| Generative Adversarial Networks for Financial Trading Strategies Fine-Tuning and Combination | Jan 7, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Causal Discovery with Attention-Based Convolutional Neural Networks | Jan 7, 2019 | Causal DiscoveryDecision Making | CodeCode Available | 0 |
| A unified framework of epidemic spreading prediction by empirical mode decomposition based ensemble learning techniques | Jan 3, 2019 | Ensemble LearningPrediction | —Unverified | 0 |
| A CNN adapted to time series for the classification of Supernovae | Jan 2, 2019 | Binary ClassificationGeneral Classification | CodeCode Available | 0 |
| A Full Probabilistic Model for Yes/No Type Crowdsourcing in Multi-Class Classification | Jan 2, 2019 | General Classificationimage-classification | CodeCode Available | 0 |