| Variational approach for learning Markov processes from time series data | Jul 14, 2017 | ManagementModel Selection | —Unverified | 0 |
| Improving Sparsity in Kernel Adaptive Filters Using a Unit-Norm Dictionary | Jul 13, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Portfolio Risk Assessment using Copula Models | Jul 12, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Distance-to-Mean Continuous Conditional Random Fields to Enhance Prediction Problem in Traffic Flow Data | Jul 11, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Bayesian Realized-GARCH Models for Financial Tail Risk Forecasting Incorporating Two-sided Weibull Distribution | Jul 11, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| DeepTrend: A Deep Hierarchical Neural Network for Traffic Flow Prediction | Jul 11, 2017 | PredictionTime Series | —Unverified | 0 |
| Initialising Kernel Adaptive Filters via Probabilistic Inference | Jul 11, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Composition Properties of Inferential Privacy for Time-Series Data | Jul 10, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Semi-Supervised Haptic Material Recognition for Robots using Generative Adversarial Networks | Jul 10, 2017 | Material RecognitionTime Series | CodeCode Available | 0 |
| Tailoring Artificial Neural Networks for Optimal Learning | Jul 8, 2017 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Option Pricing and Hedging for Discrete Time Autoregressive Hidden Markov Model | Jul 7, 2017 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Structured Black Box Variational Inference for Latent Time Series Models | Jul 4, 2017 | Collaborative FilteringTime Series | —Unverified | 0 |
| Causal Consistency of Structural Equation Models | Jul 4, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Multi-period Time Series Modeling with Sparsity via Bayesian Variational Inference | Jul 3, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Automatic Cardiac Disease Assessment on cine-MRI via Time-Series Segmentation and Domain Specific Features | Jul 3, 2017 | DiagnosticGeneral Classification | CodeCode Available | 0 |
| Probabilistic Temporal Subspace Clustering | Jul 1, 2017 | ClusteringTime Series | —Unverified | 0 |
| Modeling Sub-Event Dynamics in First-Person Action Recognition | Jul 1, 2017 | Action RecognitionTemporal Action Localization | —Unverified | 0 |
| Hybrid Neural Networks for Learning the Trend in Time Series | Jul 1, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Empirical analysis of daily cash flow time series and its implications for forecasting | Jun 29, 2017 | ManagementTime Series | —Unverified | 0 |
| Energy-Based Sequence GANs for Recommendation and Their Connection to Imitation Learning | Jun 28, 2017 | Imitation LearningRecommendation Systems | —Unverified | 0 |
| Forecasting and Granger Modelling with Non-linear Dynamical Dependencies | Jun 27, 2017 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Compressed Factorization: Fast and Accurate Low-Rank Factorization of Compressively-Sensed Data | Jun 25, 2017 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Introducing Data Primitives: Data Formats for the SKED Framework | Jun 25, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Reservoir Computing on the Hypersphere | Jun 24, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| TimeNet: Pre-trained deep recurrent neural network for time series classification | Jun 23, 2017 | Dynamic Time WarpingGeneral Classification | CodeCode Available | 0 |
