salesforce / fsnet

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**Information Leakage**: Infeasible online learning with horizon > 1 #6

Open MogicianXD opened 1 year ago

MogicianXD commented 1 year ago

As we can know the ground-truth label only after $H$ steps, we CANNOT immediately update the forecast model online when $H>1$. The current implementation actually uses future information during online learning.

Is it invalid to experiment on large horizons? I'm looking forward to your ideas.