Rich Caruana
Microsoft (United States)(US)Microsoft Research (United Kingdom)(GB)
Publications by Year
Research Areas
Machine Learning and Data Classification, Explainable Artificial Intelligence (XAI), Neural Networks and Applications, Machine Learning and Algorithms, Adversarial Robustness in Machine Learning
Most-Cited Works
- → Multitask Learning(1997)6,161 cited
- → An empirical comparison of supervised learning algorithms(2006)2,695 cited
- → Model compression(2006)2,056 cited
- → Intelligible Models for HealthCare(2015)1,577 cited
- → Predicting good probabilities with supervised learning(2005)1,498 cited
- → Do Deep Nets Really Need to be Deep?(2013)1,480 cited
- Overfitting in Neural Nets: Backpropagation, Conjugate Gradient, and Early Stopping(2000)