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Re:Amazon Chronos: Learning the Language of Time Series by one_buggy_boi on Friday March 22, 2024 @12:55AM (#39787591)
Are these models high risk because of their lack of interpratability? Specialized models like temporal fusion transformers attempt to solve this but in practice I'm seeing folks torn apart when defending transformers against model risk committees within organizations that are mature enough to have them.
Re:Amazon Chronos: Learning the Language of Time Series by tomrod on Friday March 22, 2024 @06:44AM (#39789308)
Interpretability is just one pillar to satisfy in AI governance. You have build submodels to assist with interpreting black box main prediction models.