| Dynamic Interpretable Change Point Detection | Nov 8, 2022 | Change Point DetectionDecision Making | —Unverified | 0 |
| Motif-guided Time Series Counterfactual Explanations | Nov 8, 2022 | counterfactualCounterfactual Explanation | —Unverified | 0 |
| Latent Neural ODE for Integrating Multi-timescale measurements in Smart Distribution Grids | Nov 7, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| FIXED: Frustratingly Easy Domain Generalization with Mixup | Nov 7, 2022 | Domain Generalizationimage-classification | —Unverified | 0 |
| Minimax Concave Penalty Regularized Adaptive System Identification | Nov 7, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Discovering ordinary differential equations that govern time-series | Nov 5, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Modeling Temporal Data as Continuous Functions with Stochastic Process Diffusion | Nov 4, 2022 | DenoisingImputation | —Unverified | 0 |
| Collaborative Multiobjective Evolutionary Algorithms in search of better Pareto Fronts. An application to trading systems | Nov 4, 2022 | Evolutionary AlgorithmsTime Series | —Unverified | 0 |
| Time series quantile regression using random forests | Nov 4, 2022 | quantile regressionregression | —Unverified | 0 |
| Boosted p-Values for High-Dimensional Vector Autoregression | Nov 4, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Topological biomarkers for real-time detection of epileptic seizures | Nov 4, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Deep learning for structural health monitoring: An application to heritage structures | Nov 4, 2022 | Anomaly DetectionStructural Health Monitoring | —Unverified | 0 |
| MUSTACHE: Multi-Step-Ahead Predictions for Cache Eviction | Nov 3, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| On Estimation and Inference of Large Approximate Dynamic Factor Models via the Principal Component Analysis | Nov 3, 2022 | regressionTime Series | —Unverified | 0 |
| Robust Time Series Chain Discovery with Incremental Nearest Neighbors | Nov 3, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Embed and Emulate: Learning to estimate parameters of dynamical systems with uncertainty quantification | Nov 3, 2022 | Contrastive Learningparameter estimation | CodeCode Available | 0 |
| Demo: LE3D: A Privacy-preserving Lightweight Data Drift Detection Framework | Nov 3, 2022 | Drift DetectionPrivacy Preserving | —Unverified | 0 |
| Physics-inspired machine learning for power grid frequency modelling | Nov 2, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Geodesic Sinkhorn for Fast and Accurate Optimal Transport on Manifolds | Nov 2, 2022 | Dimensionality ReductionTime Series | —Unverified | 0 |
| HFN: Heterogeneous Feature Network for Multivariate Time Series Anomaly Detection | Nov 1, 2022 | Anomaly DetectionGraph structure learning | —Unverified | 0 |
| Evaluating Impact of Social Media Posts by Executives on Stock Prices | Nov 1, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| A novel approach to quantify volatility prediction | Nov 1, 2022 | PredictionTime Series | —Unverified | 0 |
| Recurrent Neural Networks and Universal Approximation of Bayesian Filters | Nov 1, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Infinite-Dimensional Adaptive Boundary Observer for Inner-Domain Temperature Estimation of 3D Electrosurgical Processes using Surface Thermography Sensing | Nov 1, 2022 | parameter estimationTime Series | —Unverified | 0 |
| Ensemble transport smoothing. Part I: Unified framework | Oct 31, 2022 | Bayesian InferenceComputational Efficiency | CodeCode Available | 0 |