Datasets:
Formats:
json
Languages:
English
Size:
< 1K
Tags:
time-series
time-series-decomposition
benchmark
component-recovery
symbolic-regression
icml-2026
License:
| cff-version: 1.2.0 | |
| title: "TSDecompose Benchmark" | |
| message: "If you use this benchmark or source snapshot, please cite the ICML 2026 paper." | |
| type: software | |
| license: MIT | |
| authors: | |
| - family-names: Wu | |
| given-names: Zipeng | |
| - family-names: Wei | |
| given-names: Jiani | |
| - family-names: Zhou | |
| given-names: Shiqiao | |
| - family-names: Chen | |
| given-names: Jiajun | |
| - family-names: Spill | |
| given-names: Fabian | |
| - family-names: Andrews | |
| given-names: James W. | |
| preferred-citation: | |
| type: conference-paper | |
| title: "Time-Series Decomposition as a Standalone Task: A Mechanism-Identifiable Benchmark" | |
| authors: | |
| - family-names: Wu | |
| given-names: Zipeng | |
| - family-names: Wei | |
| given-names: Jiani | |
| - family-names: Zhou | |
| given-names: Shiqiao | |
| - family-names: Chen | |
| given-names: Jiajun | |
| - family-names: Spill | |
| given-names: Fabian | |
| - family-names: Andrews | |
| given-names: James W. | |
| collection-title: "Proceedings of the 43rd International Conference on Machine Learning" | |
| year: 2026 | |