Explainability challenges in continual learning for time series forecasting with Experience Replay strategies
Read the original at arxiv.org→arXiv:2607.19382v1 Announce Type: new Abstract: Deep learning models have shown strong potential for time series forecasting, yet their deployment in real-world environmental monitoring remains challenging due to...
Original headline: "Challenges of Explainability in Continual Learning for Time Series Forecasting"
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- Jul 23, 04:00 UTC arXiv cs.LG lead source Challenges of Explainability in Continual Learning for Time Series Forecasting