| Identifying Causal Effects using Instrumental Time Series: Nuisance IV and Correcting for the Past | Mar 11, 2022 | regressionTime Series | CodeCode Available | 0 | 5 |
| Inferring Multidimensional Rates of Aging from Cross-Sectional Data | Jul 12, 2018 | Human AgingTime Series | CodeCode Available | 0 | 5 |
| Concept-based model explanations for Electronic Health Records | Dec 3, 2020 | modelTime Series | CodeCode Available | 0 | 5 |
| Large Linear Multi-output Gaussian Process Learning | May 30, 2017 | Gaussian ProcessesTime Series | CodeCode Available | 0 | 5 |
| GT-PCA: Effective and Interpretable Dimensionality Reduction with General Transform-Invariant Principal Component Analysis | Jan 28, 2024 | Dimensionality ReductionTime Series | CodeCode Available | 0 | 5 |
| Guaranteed Multidimensional Time Series Prediction via Deterministic Tensor Completion Theory | Jan 26, 2025 | Computational EfficiencyPrediction | CodeCode Available | 0 | 5 |
| Simulation-based Bayesian Inference from Privacy Protected Data | Oct 19, 2023 | Bayesian InferenceTime Series | CodeCode Available | 0 | 5 |
| A Novel Hyperdimensional Computing Framework for Online Time Series Forecasting on the Edge | Feb 3, 2024 | Time SeriesTime Series Forecasting | CodeCode Available | 0 | 5 |
| Guidelines for Augmentation Selection in Contrastive Learning for Time Series Classification | Jul 12, 2024 | Activity RecognitionContrastive Learning | CodeCode Available | 0 | 5 |
| GRATIS: GeneRAting TIme Series with diverse and controllable characteristics | Mar 7, 2019 | BenchmarkingClustering | CodeCode Available | 0 | 5 |
| Causal Effect Estimation on Hierarchical Spatial Graph Data | Aug 6, 2023 | Causal InferenceTime Series | CodeCode Available | 0 | 5 |
| Graph Spatiotemporal Process for Multivariate Time Series Anomaly Detection with Missing Values | Jan 11, 2024 | Anomaly DetectionMissing Values | CodeCode Available | 0 | 5 |
| Graph Switching Dynamical Systems | Jun 1, 2023 | ObjectTime Series | CodeCode Available | 0 | 5 |
| HADL Framework for Noise Resilient Long-Term Time Series Forecasting | Feb 14, 2025 | Computational EfficiencyDecision Making | CodeCode Available | 0 | 5 |
| Causal Discovery with Attention-Based Convolutional Neural Networks | Jan 7, 2019 | Causal DiscoveryDecision Making | CodeCode Available | 0 | 5 |
| Conditional Latent Block Model: a Multivariate Time Series Clustering Approach for Autonomous Driving Validation | Aug 3, 2020 | Autonomous DrivingClustering | CodeCode Available | 0 | 5 |
| Multioutput Gaussian Processes with Functional Data: A Study on Coastal Flood Hazard Assessment | Jul 28, 2020 | Gaussian ProcessesTime Series | CodeCode Available | 0 | 5 |
| Causal Discovery using Model Invariance through Knockoff Interventions | Jul 8, 2022 | Causal Discoverymodel | CodeCode Available | 0 | 5 |
| Graph Neural Flows for Unveiling Systemic Interactions Among Irregularly Sampled Time Series | Oct 17, 2024 | Time SeriesTime Series Classification | CodeCode Available | 0 | 5 |
| Conditional Time Series Forecasting with Convolutional Neural Networks | Mar 14, 2017 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| Graph Gamma Process Generalized Linear Dynamical Systems | Jul 25, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| Causal Discovery from Time-Series Data with Short-Term Invariance-Based Convolutional Neural Networks | Aug 15, 2024 | Causal DiscoveryTime Series | CodeCode Available | 0 | 5 |
| Condition Assessment of Stay Cables through Enhanced Time Series Classification Using a Deep Learning Approach | Jan 11, 2021 | Feature EngineeringTime Series | CodeCode Available | 0 | 5 |
| Conditioning non-linear and infinite-dimensional diffusion processes | Feb 2, 2024 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| Graph-based Knowledge Tracing: Modeling Student Proficiency Using Graph Neural Network | Oct 14, 2019 | Graph Neural NetworkInductive Bias | CodeCode Available | 0 | 5 |
