Adam, George Alexandru

3 publications

MLHC 2022 Error Amplification When Updating Deployed Machine Learning Models George Alexandru Adam, Chun-Hao Kingsley Chang, Benjamin Haibe-Kains, Anna Goldenberg

CVPR 2021 Towards Robust Classification Model by Counterfactual and Invariant Data Generation Chun-Hao Chang, George Alexandru Adam, Anna Goldenberg

MLHC 2020 Hidden Risks of Machine Learning Applied to Healthcare: Unintended Feedback Loops Between Models and Future Data Causing Model Degradation George Alexandru Adam, Chun-Hao Kingsley Chang, Benjamin Haibe-Kains, Anna Goldenberg