David Barber
(5 articles)
Bayesian Inference
Method of statistical inference in which Bayes' theorem is used to update the probability estimate for a hypothesis as more evidence or information becomes available.
Generality: 896
Statistical AI
Utilizes statistical methods to analyze data and make probabilistic inferences, aimed at emulating aspects of human intelligence through quantitative models.
Generality: 890
Bayesian Neural Network
A neural network that incorporates Bayesian inference to model uncertainty in its predictions and parameters.
Generality: 500
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
Discriminative AI
Algorithms that learn the boundary between classes of data, focusing on distinguishing between different outputs given an input.
Generality: 840