Amortized Predictability-aware Training Framework for Time Series Forecasting and Classification.

@inproceedings{zhang-2026-amortized, author = {Xu Zhang and Peng Wang and Yichen Li and Wei Wang}, editor = {Hakim Hacid and Yoelle Maarek and Francesco Bonchi and Ido Guy and Emine Yilmaz}, title = {{Amortized Predictability-aware Training Framework for Time Series Forecasting and Classification}}, booktitle = {{Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026}}, pages = {5624--5635}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3774904.3792637}, doi = {https://doi.org/10.1145/3774904.3792637} }