Quantile-guided diffusion for probabilistic time-series forecasting
Read the original at arxiv.org→arXiv:2610.20739v1 Announce Type: new Abstract: Quantile forecasts summarize uncertainty at each future time step, while diffusion forecasters represent it through sampled future trajectories. We study how predicted...
Original headline: "Quantile-Guided Diffusion for Probabilistic Time-Series Forecasting"
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- Oct 16, 04:00 UTC arXiv cs.LG lead source Quantile-Guided Diffusion for Probabilistic Time-Series Forecasting