George-Alexandru Adam

According to our database, George-Alexandru Adam authored at least 6 papers between 2018 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Error Amplification When Updating Deployed Machine Learning Models.

George-Alexandru Adam, Chun-Hao Kingsley Chang, Benjamin Haibe-Kains, Anna Goldenberg

Proceedings of the Machine Learning for Healthcare Conference, 2022

2021

Extracting Clinician's Goals by What-if Interpretable Modeling.

Chun-Hao Chang, George-Alexandru Adam, Rich Caruana, Anna Goldenberg

CoRR, 2021

Towards Robust Classification Model by Counterfactual and Invariant Data Generation.

Chun-Hao Chang, George-Alexandru Adam, Anna Goldenberg

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

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

Proceedings of the Machine Learning for Healthcare Conference, 2020

2018

PharmacoDB: an integrative database for mining in vitro anticancer drug screening studies.

Petr Smirnov, Victor Kofia, Alexander Maru, Mark Freeman, Chantal Ho, Nehme El-Hachem, George-Alexandru Adam, Wail Ba-alawi, Zhaleh Safikhani, Benjamin Haibe-Kains

Nucleic Acids Res., 2018

Stochastic Combinatorial Ensembles for Defending Against Adversarial Examples.

George-Alexandru Adam, Petr Smirnov, Anna Goldenberg, David Duvenaud, Benjamin Haibe-Kains

CoRR, 2018