David Cohn

(3 articles)
Active Learning
1992

Active Learning

A strategy in ML where the model selectively queries the most informative data points from an unlabeled dataset to maximize its learning efficiency.

Generality: 775

Margin
1995

Margin

In the context of AI, particularly in Support Vector Machines (SVM), margin refers to the separation between data points of different classes, signifying the distance between the decision boundary and the closest data points of the classes.

Generality: 500

Kernel Method
1999

Kernel Method

A set of algorithms that enable machine learning models to perform in high-dimensional spaces without directly computing those dimensions.

Generality: 500