Han-Bo Xie

Better Behavioral Prediction, More Faithful Model Ablations? Evidence from Sequential Choice

Using predictive models to explain cognition requires more than accurate behavioral predictions. Input ablations offer an appealing route: remove information from a model and interpret the resulting performance change as evidence of its importance for behavior. Yet this inference assumes that the model's dependence on...