| On Policy Evaluation with Aggregate Time-Series Shocks | May 31, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| On Principal Curve-Based Classifiers and Similarity-Based Selective Sampling in Time-Series | Apr 10, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Causal Discovery from Subsampled Time Series Data by Constraint Optimization | Feb 25, 2016 | Causal DiscoveryTime Series | —Unverified | 0 |
| Data Augmentation Policy Search for Long-Term Forecasting | May 1, 2024 | Bayesian OptimizationBilevel Optimization | —Unverified | 0 |
| A Time Series Multitask Framework Integrating a Large Language Model, Pre-Trained Time Series Model, and Knowledge Graph | Mar 10, 2025 | Anomaly DetectionDecoder | —Unverified | 0 |
| On Recursive Edit Distance Kernels with Application to Time Series Classification | May 27, 2010 | General ClassificationTime Series | —Unverified | 0 |
| On Robust Inference in Time Series Regression | Mar 8, 2022 | regressionTime Series | —Unverified | 0 |
| On Selecting Stable Predictors in Time Series Models | May 18, 2019 | feature selectionTime Series | —Unverified | 0 |
| On Sparse High-Dimensional Graphical Model Learning For Dependent Time Series | Nov 15, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| On stabilizing the variance of dynamic functional brain connectivity time series | Apr 13, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| On the ability of Deep Neural Networks to Learn Granger Causality in Multi-Variate Time Series Data | Jun 25, 2025 | Time SeriesVariable Selection | —Unverified | 0 |
| Optimal Transport Based Change Point Detection and Time Series Segment Clustering | Nov 4, 2019 | Change Point DetectionClustering | —Unverified | 0 |
| On the Asymmetric Volatility Connectedness | Apr 19, 2024 | Time Series | —Unverified | 0 |
| On the balance between the training time and interpretability of neural ODE for time series modelling | Jun 7, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| On the Benefits of Biophysical Synapses | Mar 8, 2023 | Time SeriesTime Series Analysis | —Unverified | 0 |
| On the benefits of maximum likelihood estimation for Regression and Forecasting | Jun 18, 2021 | regressionTime Series | —Unverified | 0 |
| On The Complexity of Sparse Label Propagation | Apr 25, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| On the Constrained Time-Series Generation Problem | Jul 4, 2023 | counterfactualTime Series | —Unverified | 0 |
| On the Duality between Network Flows and Network Lasso | Oct 4, 2019 | ClusteringTime Series | —Unverified | 0 |
| Improving accuracy and convergence of federated learning edge computing methods for generalized DER forecasting applications in power grid | Oct 13, 2024 | Edge-computingFederated Learning | —Unverified | 0 |
| A novel health risk model based on intraday physical activity time series collected by smartphones | Dec 6, 2018 | Domain AdaptationTime Series | —Unverified | 0 |
| Improve Fidelity and Utility of Synthetic Credit Card Transaction Time Series from Data-centric Perspective | Jan 1, 2024 | Fraud DetectionTime Series | —Unverified | 0 |
| Enhancing Graph Attention Neural Network Performance for Marijuana Consumption Classification through Large-scale Augmented Granger Causality (lsAGC) Analysis of Functional MR Images | Oct 24, 2024 | Dimensionality ReductionGraph Attention | —Unverified | 0 |
| Data Augmentation of Time-Series Data in Human Movement Biomechanics: A Scoping Review | Apr 4, 2025 | Data AugmentationTime Series | —Unverified | 0 |
| Improved Sales Forecasting using Trend and Seasonality Decomposition with LightGBM | May 26, 2023 | Time Series | —Unverified | 0 |