Freq-Synth trains zero-shot forecasters on harmonic sine waves generated from the target sampling rate and beats real-data training on 6 of 8 benchmarks.
Finding an accurate early forecasting model from small dataset: A case of 2019-nCoV novel coronavirus outbreak
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Beyond Data Scarcity: A Frequency-Driven Framework for Zero-Shot Forecasting
Freq-Synth trains zero-shot forecasters on harmonic sine waves generated from the target sampling rate and beats real-data training on 6 of 8 benchmarks.