| Hierarchical Deep Generative Models for Multi-Rate Multivariate Time Series | Jul 1, 2018 | State Space ModelsTime Series | —Unverified | 0 |
| Accurate Uncertainties for Deep Learning Using Calibrated Regression | Jul 1, 2018 | Deep LearningModel-based Reinforcement Learning | CodeCode Available | 0 |
| Deep Bayesian Nonparametric Tracking | Jul 1, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Improving Optimization in Models With Continuous Symmetry Breaking | Jul 1, 2018 | Representation LearningTime Series | —Unverified | 0 |
| Sampling and Reconstruction of Signals on Product Graphs | Jun 30, 2018 | Active LearningRecommendation Systems | CodeCode Available | 0 |
| An Introduction to Animal Movement Modeling with Hidden Markov Models using Stan for Bayesian Inference | Jun 27, 2018 | Bayesian InferenceTime Series | —Unverified | 0 |
| Nonlinearity in stock networks | Jun 26, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Multilevel Wavelet Decomposition Network for Interpretable Time Series Analysis | Jun 23, 2018 | Deep LearningGeneral Classification | CodeCode Available | 0 |
| Focusing on What is Relevant: Time-Series Learning and Understanding using Attention | Jun 22, 2018 | General ClassificationTime Series | —Unverified | 0 |
| Complex Gated Recurrent Neural Networks | Jun 21, 2018 | Human motion predictionmotion prediction | CodeCode Available | 0 |
| What Makes An Asset Useful? | Jun 21, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A Review of Network Inference Techniques for Neural Activation Time Series | Jun 20, 2018 | Point ProcessesTime Series | CodeCode Available | 0 |
| Kernel Methods for Nonlinear Connectivity Detection | Jun 19, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Multi-variable LSTM neural network for autoregressive exogenous model | Jun 17, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Denoising Time Series Data Using Asymmetric Generative Adversarial Networks | Jun 17, 2018 | DenoisingEEG | —Unverified | 0 |
| Deep Learning with Convolutional Neural Network for Objective Skill Evaluation in Robot-assisted Surgery | Jun 15, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A review on distance based time series classification | Jun 12, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| The Role of Agricultural Sector Productivity in Economic Growth: The Case of Iran's Economic Development Plan | Jun 11, 2018 | ManagementTime Series | —Unverified | 0 |
| Stationary Geometric Graphical Model Selection | Jun 10, 2018 | modelModel Selection | —Unverified | 0 |
| Discovering Signals from Web Sources to Predict Cyber Attacks | Jun 8, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| SOM-VAE: Interpretable Discrete Representation Learning on Time Series | Jun 6, 2018 | ClusteringDimensionality Reduction | CodeCode Available | 0 |
| EigenNetworks | Jun 5, 2018 | DescriptiveTime Series | —Unverified | 0 |
| History Playground: A Tool for Discovering Temporal Trends in Massive Textual Corpora | Jun 4, 2018 | Change Point DetectionTime Series | —Unverified | 0 |
| Hierarchical Attention-Based Recurrent Highway Networks for Time Series Prediction | Jun 2, 2018 | PredictionTime Series | CodeCode Available | 0 |
| Quantifying the dynamics of topical fluctuations in language | Jun 2, 2018 | Time SeriesTime Series Analysis | CodeCode Available | 0 |