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WOODS

Talkat FOSDEM 2022 · on Sunday, 2022-02-06· at 16:30· D.hpc· [machine-learning, data-science]
links:none on file

Presents WOODS, an open-source benchmark suite of time-series OOD generalization datasets across multiple modalities (medical, finance, communication, etc.) plus an evaluation platform and leaderboard. Targets sequential prediction tasks and provides implementations and baseline results for popular OOD/invariant-learning algorithms to enable fair comparison.

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