| ARMDN: Associative and Recurrent Mixture Density Networks for eRetail Demand Forecasting | Mar 10, 2018 | Demand ForecastingTime Series | —Unverified | 0 |
| Construction of neural networks for realization of localized deep learning | Mar 9, 2018 | Deep LearningDimensionality Reduction | —Unverified | 0 |
| DeepMoTIon: Learning to Navigate Like Humans | Mar 9, 2018 | NavigateTime Series | —Unverified | 0 |
| Hybrid Forecasting of Chaotic Processes: Using Machine Learning in Conjunction with a Knowledge-Based Model | Mar 9, 2018 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| Applicability and interpretation of the deterministic weighted cepstral distance | Mar 8, 2018 | BIG-bench Machine LearningClustering | CodeCode Available | 0 |
| Precision and Recall for Time Series | Mar 8, 2018 | Anomaly DetectionGeneral Classification | CodeCode Available | 0 |
| Improving Optimization for Models With Continuous Symmetry Breaking | Mar 8, 2018 | Representation LearningTime Series | —Unverified | 0 |
| Fast Robust Methods for Singular State-Space Models | Mar 7, 2018 | State Space ModelsTime Series | —Unverified | 0 |
| Dimensionality Reduction for Stationary Time Series via Stochastic Nonconvex Optimization | Mar 6, 2018 | Dimensionality ReductionStochastic Optimization | —Unverified | 0 |
| M3Fusion: A Deep Learning Architecture for Multi-Scale/Modal/Temporal satellite data fusion | Mar 5, 2018 | Earth ObservationTime Series | CodeCode Available | 0 |
| SAFE: Spectral Evolution Analysis Feature Extraction for Non-Stationary Time Series Prediction | Mar 4, 2018 | GPUTime Series | —Unverified | 0 |
| A bootstrap test to detect prominent Granger-causalities across frequencies | Mar 1, 2018 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Synthetic Control Methods and Big Data | Feb 28, 2018 | counterfactualTime Series | —Unverified | 0 |
| A High GOPs/Slice Time Series Classifier for Portable and Embedded Biomedical Applications | Feb 27, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Missing Data in Sparse Transition Matrix Estimation for Sub-Gaussian Vector Autoregressive Processes | Feb 26, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Model Agnostic Time Series Analysis via Matrix Estimation | Feb 25, 2018 | ImputationMissing Values | CodeCode Available | 0 |
| Symmetric thermal optimal path and time-dependent lead-lag relationship: Novel statistical tests and application to UK and US real-estate and monetary policies | Feb 24, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Time Series Learning using Monotonic Logical Properties | Feb 24, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Diffusion Maps meet Nyström | Feb 23, 2018 | Dimensionality ReductionTime Series | —Unverified | 0 |
| Structured low-rank matrix completion for forecasting in time series analysis | Feb 22, 2018 | Low-Rank Matrix CompletionMatrix Completion | —Unverified | 0 |
| Learning Without Mixing: Towards A Sharp Analysis of Linear System Identification | Feb 22, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Learning Causally-Generated Stationary Time Series | Feb 22, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Deep learning algorithm for data-driven simulation of noisy dynamical system | Feb 22, 2018 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | —Unverified | 0 |
| Emulating dynamic non-linear simulators using Gaussian processes | Feb 21, 2018 | Gaussian ProcessesTime Series | —Unverified | 0 |
| Nonparametric Bayesian Sparse Graph Linear Dynamical Systems | Feb 21, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |