conftrace_

risk function

3 papers

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Co-occurring keywords · papers mentioning both

doctor interpretability (1) clinical setting (1) penalized least square (1) regression tree (1) confidence sequence (1) performance degradation (1) generalized additive model (1) model deployment (1) additive model (1) distribution shift (1)

Papers

Tracking the risk of a deployed model and detecting harmful distribution shifts ICLR 2022 An Evaluation of the Doctor-Interpretability of Generalized Additive Models with Interactions MLHC 2020 Model-based Boosting 2.0 JMLR 2010