| Sparse Deep Learning for Time Series Data: Theory and Applications | Oct 5, 2023 | Deep LearningModel Compression | —Unverified | 0 |
| Conditional Risk Minimization for Stochastic Processes | Oct 9, 2015 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Sparse dynamic network reconstruction through L1-regularization of a Lyapunov equation | Mar 8, 2024 | Time Series | —Unverified | 0 |
| Covid-19 impact on cryptocurrencies: evidence from a wavelet-based Hurst exponent | Sep 11, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Sparse Graphical Linear Dynamical Systems | Jul 6, 2023 | Earth ObservationState Space Models | —Unverified | 0 |
| A symbolic information approach to characterize response-related differences in cortical activity during a Go/No-Go task | Jan 22, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Sparse-Group Log-Sum Penalized Graphical Model Learning For Time Series | Apr 29, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Sparse High-Dimensional Vector Autoregressive Bootstrap | Feb 2, 2023 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Sparse identification of nonlinear dynamics in the presence of library and system uncertainty | Jan 23, 2024 | Time Series | —Unverified | 0 |
| Sparse Interval-valued Time Series Modeling with Machine Learning | Nov 14, 2024 | ManagementTime Series | —Unverified | 0 |
| Sparse Linear Dynamical System with Its Application in Multivariate Clinical Time Series | Nov 27, 2013 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Highly comparative fetal heart rate analysis | Dec 3, 2014 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Highly comparative feature-based time-series classification | Jan 15, 2014 | ClassificationDimensionality Reduction | —Unverified | 0 |
| Sparse plus low-rank autoregressive identification in neuroimaging time series | Mar 30, 2015 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Sparse Portfolio Selection via Topological Data Analysis based Clustering | Jan 30, 2024 | ClusteringTime Series | —Unverified | 0 |
| Sparse Principal Component Analysis for High Dimensional Vector Autoregressive Models | Jun 30, 2013 | Time SeriesTime Series Analysis | —Unverified | 0 |
| COVID-19 Hospitalizations Forecasts Using Internet Search Data | Feb 3, 2022 | Decision MakingTime Series | —Unverified | 0 |
| Sparse-VQ Transformer: An FFN-Free Framework with Vector Quantization for Enhanced Time Series Forecasting | Feb 8, 2024 | Computational EfficiencyMultivariate Time Series Forecasting | —Unverified | 0 |
| Sparsification and Filtering for Spatial-temporal GNN in Multivariate Time-series | Mar 8, 2022 | Graph Neural NetworkTime Series | —Unverified | 0 |
| High-Frequency Radar Ocean Current Mapping at Rapid Scale with Autoregressive Modeling | Jun 19, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Sparsifying Networks via Subdifferential Inclusion | Jan 1, 2021 | image-classificationImage Classification | —Unverified | 0 |
| Sparsistent Estimation of Time-Varying Discrete Markov Random Fields | Jul 14, 2009 | regressionTime Series | —Unverified | 0 |
| Functional Mixtures-of-Experts | Feb 4, 2022 | Clusteringparameter estimation | —Unverified | 0 |
| Sparsity-based Correction of Exponential Artifacts | Sep 24, 2015 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| HOTVis: Higher-Order Time-Aware Visualisation of Dynamic Graphs | Aug 16, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |