Skip to content
conftrace_

subgroup performance

6 papers

Explore in graph

Co-occurring keywords · papers mentioning both

distribution shift (3) large model (1) synthetic test data (1) clinical classifier (1) clinical machine learning (1) testing bia (1) inter-class alignment (1) heuristics (1) data source (1) intraclass alignment (1)

Papers

The Data Addition Dilemma MLHC 2024 Can You Rely on Your Model Evaluation? Improving Model Evaluation with Synthetic Test Data NeurIPS 2023 Disparate Censorship & Undertesting: A Source of Label Bias in Clinical Machine Learning MLHC 2022 Is Fairness Only Metric Deep? Evaluating and Addressing Subgroup Gaps in Deep Metric Learning ICLR 2022 On the Impact of Random Seeds on the Fairness of Clinical Classifiers NAACL 2021 Representation Matters: Assessing the Importance of Subgroup Allocations in Training Data ICML 2021