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1 result for “default-ERM”

Don't blame Dataset Shift! Shortcut Learning due to Gradients and Cross Entropycs.LG

Default-ERM shortcut learning persists even without additional information.

problem Default-ERM shortcut learning in perception tasks despite stable feature sufficiency.

method Studied linear perception task; developed margin control (MARG-CTRL) loss functions.

result Margin control mitigates shortcut learning on various tasks.

shortcut learning default-ERM margin control perception tasks

2023-08-24abs ↗pdf ↗