Rich Caruana
(3 articles)
1993
MTL
Multi-Task Learning
Multi-Task Learning
ML approach where a single model is trained simultaneously on multiple related tasks, leveraging commonalities and differences across tasks to improve generalization.
Generality: 761
1996
Early Stopping
A regularization technique used to prevent overfitting in ML models by halting training when performance on a validation set begins to degrade.
Generality: 675
2009
ZSL
Zero-Shot Learning
Zero-Shot Learning
ML technique where a model learns to recognize objects, tasks, or concepts it has never seen during training.
Generality: 660