| Learning Sequential Latent Variable Models from Multimodal Time Series Data | Apr 21, 2022 | Model-based Reinforcement LearningTime Series | CodeCode Available | 0 | 5 |
| Impact of non-stationarity on estimating and modeling empirical copulas of daily stock returns | Jun 26, 2015 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| Challenges in detecting evolutionary forces in language change using diachronic corpora | Nov 3, 2018 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| Identifying stochastic oscillations in single-cell live imaging time series using Gaussian processes | May 25, 2017 | Gaussian ProcessesTime Series | CodeCode Available | 0 | 5 |
| Identifying Nonstationary Causal Structures with High-Order Markov Switching Models | Jun 25, 2024 | Causal DiscoveryTime Series | CodeCode Available | 0 | 5 |
| Reconstructing Nonlinear Dynamical Systems from Multi-Modal Time Series | Nov 4, 2021 | Data IntegrationDecoder | CodeCode Available | 0 | 5 |
| Identifying Stochasticity in Time-Series with Autoencoder-Based Content-aware 2D Representation: Application to Black Hole Data | Apr 23, 2023 | Time Series | CodeCode Available | 0 | 5 |
| Learning Generative Models for Lumped Rainfall-Runoff Modeling | Sep 18, 2023 | parameter estimationTime Series | CodeCode Available | 0 | 5 |
| Identifying Unique Causal Network from Nonstationary Time Series | Nov 18, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| Identifying Causal Effects using Instrumental Time Series: Nuisance IV and Correcting for the Past | Mar 11, 2022 | regressionTime Series | CodeCode Available | 0 | 5 |
| Accelerating Neural Architecture Search using Performance Prediction | May 30, 2017 | Hyperparameter OptimizationLanguage Modeling | CodeCode Available | 0 | 5 |
| Identifying cross country skiing techniques using power meters in ski poles | Apr 23, 2019 | BIG-bench Machine LearningTime Series | CodeCode Available | 0 | 5 |
| Model Input-Output Configuration Search with Embedded Feature Selection for Sensor Time-series and Image Classification | Oct 26, 2023 | Computational EfficiencyDecoder | CodeCode Available | 0 | 5 |
| Identifying Elasticities in Autocorrelated Time Series Using Causal Graphs | Sep 23, 2024 | Time Seriesvalid | CodeCode Available | 0 | 5 |
| If You Like It, GAN It. Probabilistic Multivariate Times Series Forecast With GAN | May 3, 2020 | Multivariate Time Series ForecastingProbabilistic Time Series Forecasting | CodeCode Available | 0 | 5 |
| Leveraging Deep Learning for Time Series Extrinsic Regression in predicting photometric metallicity of Fundamental-mode RR Lyrae Stars | Oct 23, 2024 | AstronomyDeep Learning | CodeCode Available | 0 | 5 |
| Leveraging Persistent Homology for Differential Diagnosis of Mild Cognitive Impairment | Aug 28, 2024 | Time Series | CodeCode Available | 0 | 5 |
| Central object segmentation by deep learning for fruits and other roundish objects | Aug 4, 2020 | Image SegmentationPosition | CodeCode Available | 0 | 5 |
| Hybrid Quantum Neural Network Advantage for Radar-Based Drone Detection and Classification in Low Signal-to-Noise Ratio | Mar 4, 2024 | Time Series | CodeCode Available | 0 | 5 |
| Hybridizing Traditional and Next-Generation Reservoir Computing to Accurately and Efficiently Forecast Dynamical Systems | Mar 4, 2024 | Computational EfficiencyTime Series | CodeCode Available | 0 | 5 |
| Causal Discovery from Time Series with Hybrids of Constraint-Based and Noise-Based Algorithms | Jun 14, 2023 | Causal DiscoveryTime Series | CodeCode Available | 0 | 5 |
| Hyperdimensional Vector Tsetlin Machines with Applications to Sequence Learning and Generation | Aug 29, 2024 | Time SeriesTime Series Classification | CodeCode Available | 0 | 5 |
| Adaptive Anomaly Detection in Chaotic Time Series with a Spatially Aware Echo State Network | Sep 2, 2019 | Anomaly DetectionTime Series | CodeCode Available | 0 | 5 |
| Human in the Loop Adaptive Optimization for Improved Time Series Forecasting | May 21, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 0 | 5 |
| Anticipating dengue outbreaks using a novel hybrid ARIMA-ARNN model with exogenous variables | Dec 23, 2023 | Time SeriesTime Series Forecasting | CodeCode Available | 0 | 5 |