| Efficient Certified Training and Robustness Verification of Neural ODEs | Mar 9, 2023 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| Encoding Temporal Markov Dynamics in Graph for Visualizing and Mining Time Series | Oct 24, 2016 | General ClassificationTime Series | CodeCode Available | 0 | 5 |
| Efficient Covariance Estimation from Temporal Data | May 30, 2019 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| End-to-end learning of energy-based representations for irregularly-sampled signals and images | Oct 1, 2019 | Earth ObservationTime Series | CodeCode Available | 0 | 5 |
| EMIT- Event-Based Masked Auto Encoding for Irregular Time Series | Sep 25, 2024 | Decision MakingIrregular Time Series | CodeCode Available | 0 | 5 |
| Embracing the black box: Heading towards foundation models for causal discovery from time series data | Feb 14, 2024 | Causal DiscoveryTime Series | CodeCode Available | 0 | 5 |
| COVID-19 epidemiology as emergent behavior on a dynamic transmission forest | May 4, 2022 | ClusteringEpidemiology | CodeCode Available | 0 | 5 |
| Embedded Temporal Feature Selection for Time Series Forecasting Using Deep Learning | Oct 1, 2023 | Deep Learningfeature selection | CodeCode Available | 0 | 5 |
| Efficient Hierarchical Contrastive Self-supervising Learning for Time Series Classification via Importance-aware Resolution Selection | Feb 14, 2025 | Contrastive LearningSelf-Supervised Learning | CodeCode Available | 0 | 5 |
| Empirical likelihood approach for high-dimensional moment restrictions with dependent data | Feb 26, 2025 | Dimensionality ReductionTime Series | CodeCode Available | 0 | 5 |
| COVID-19 and the gig economy in Poland | Jul 23, 2021 | counterfactualTime Series | CodeCode Available | 0 | 5 |
| Electricity Spot Prices Forecasting Using Stochastic Volatility Models | Jun 9, 2024 | Bayesian InferenceTime Series | CodeCode Available | 0 | 5 |
| An Online Bootstrap for Time Series | Oct 30, 2023 | Time SeriesUncertainty Quantification | CodeCode Available | 0 | 5 |
| Elastic Similarity and Distance Measures for Multivariate Time Series | Feb 20, 2021 | ClassificationDynamic Time Warping | CodeCode Available | 0 | 5 |
| Embed and Emulate: Learning to estimate parameters of dynamical systems with uncertainty quantification | Nov 3, 2022 | Contrastive Learningparameter estimation | CodeCode Available | 0 | 5 |
| Efficient learning of nonlinear prediction models with time-series privileged information | Sep 15, 2022 | PredictionRepresentation Learning | CodeCode Available | 0 | 5 |
| Can Transformers Do Enumerative Geometry? | Aug 27, 2024 | Activation Function SynthesisCausal Inference | CodeCode Available | 0 | 5 |
| Covariate-guided Bayesian mixture model for multivariate time series | Jan 3, 2023 | Mixture-of-ExpertsTime Series | CodeCode Available | 0 | 5 |
| EgPDE-Net: Building Continuous Neural Networks for Time Series Prediction with Exogenous Variables | Aug 3, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| Elastic bands across the path: A new framework and methods to lower bound DTW | Aug 29, 2018 | ClusteringDynamic Time Warping | CodeCode Available | 0 | 5 |
| Mixture of Online and Offline Experts for Non-stationary Time Series | Feb 12, 2022 | Time SeriesTransfer Learning | CodeCode Available | 0 | 5 |
| Elastic Product Quantization for Time Series | Jan 4, 2022 | QuantizationTime Series | CodeCode Available | 0 | 5 |
| TSA on AutoPilot: Self-tuning Self-supervised Time Series Anomaly Detection | Apr 3, 2024 | Anomaly DetectionData Augmentation | CodeCode Available | 0 | 5 |
| Reforming the State-Based Forward Guidance through Wage Growth Rate Threshold: Evidence from FRB/US Simulations | Aug 19, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| Complete Inference of Causal Relations between Dynamical Systems | Aug 31, 2018 | EEGTime Series | CodeCode Available | 0 | 5 |
