Lou, Yin

Intelligible Models for HealthCare: Predicting Pneumonia Risk and Hospital 30-day Readmission

Caruana, R., Lou, Y., Gehrke, J., Koch, P., Sturm, M., & Elhadad, N. (2015) · Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining

Explainable Artificial Intelligence (XAI)Artificial Intelligence in Healthcare

Cited by 1,685

Accurate intelligible models with pairwise interactions

Lou, Y., Caruana, R., Gehrke, J., & Hooker, G. (2013) · Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining

Explainable Artificial Intelligence (XAI)Statistical Methods and Applications

Cited by 564

Intelligible models for classification and regression

Lou, Y., Caruana, R., & Gehrke, J. (2012) · Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining

Explainable Artificial Intelligence (XAI)Statistical Methods and Applications

Cited by 547

Feature Augmentation with Reinforcement Learning

Liu, J., Chai, C., Luo, Y., Lou, Y., Feng, J., & Tang, N. (2022) · 2022 IEEE 38th International Conference on Data Engineering (ICDE)

Machine Learning and Data ClassificationReinforcement Learning in Robotics

Cited by 33