David Heckerman

(5 articles)

1985

Probabilistic Inferencing

A technique in AI focused on drawing conclusions based on the probability of different outcomes, given partial or uncertain information.

Generality: 870

1985

Bayesian Network

Graphical model that represents probabilistic relationships among variables using directed acyclic graphs (DAGs).

Generality: 820

2007

SRL
Statistical Relational Learning

Combines statistics and relational data to construct models that can learn from complex, structured data involving multiple interdependent entities.

Generality: 500

2018

Causal AI

A form of AI that reasons using cause and effect logic to provide interpretable predictions and decisions.

Generality: 813

2018

Top-K

Method in ML and information retrieval where the system selects the k most relevant or highest-scoring items from a larger set of predictions or results.