George-Alexandru Adam

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 7

Top Topics

Frequent Closed Itemsets

Machine Learning Models

Data Generation

Top Venues

Nucleic Acids Res.

Publications

George-Alexandru Adam, Chun-Hao Kingsley Chang, Benjamin Haibe-Kains, Anna Goldenberg
Error Amplification When Updating Deployed Machine Learning Models. MLHC (2022)
Chun-Hao Chang, George-Alexandru Adam, Rich Caruana, Anna Goldenberg
Extracting Clinician's Goals by What-if Interpretable Modeling. CoRR (2021)
Chun-Hao Chang, George-Alexandru Adam, Anna Goldenberg
Towards Robust Classification Model by Counterfactual and Invariant Data Generation. CoRR (2021)
Chun-Hao Chang, George-Alexandru Adam, Anna Goldenberg
Towards Robust Classification Model by Counterfactual and Invariant Data Generation. CVPR (2021)
George-Alexandru Adam, Chun-Hao Kingsley Chang, Benjamin Haibe-Kains, Anna Goldenberg
Hidden Risks of Machine Learning Applied to Healthcare: Unintended Feedback Loops Between Models and Future Data Causing Model Degradation. MLHC (2020)
Petr Smirnov, Victor Kofia, Alexander Maru, Mark Freeman, Chantal Ho, Nehme El-Hachem, George-Alexandru Adam, Wail Ba-alawi, Zhaleh Safikhani, Benjamin Haibe-Kains
PharmacoDB: an integrative database for mining in vitro anticancer drug screening studies. Nucleic Acids Res. 46 (Database-Issue) (2018)
George-Alexandru Adam, Petr Smirnov, Anna Goldenberg, David Duvenaud, Benjamin Haibe-Kains
Stochastic Combinatorial Ensembles for Defending Against Adversarial Examples. CoRR (2018)