KARN, a recurrent network with spline-based learnable edge activations, reports better or comparable load forecasting accuracy than RNN, LSTM, and GRU across ten building datasets.
arXiv preprint arXiv:2408.00273
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Kolmogorov-Arnold Recurrent Network for Short Term Load Forecasting Across Diverse Consumers
KARN, a recurrent network with spline-based learnable edge activations, reports better or comparable load forecasting accuracy than RNN, LSTM, and GRU across ten building datasets.