Beskrivelse
Bayesianske nettverk, faktorgrafer, Markov random fields, maksimum a posteriori-sannsynlighet (MAP) og maksimum likelihood-prinsipper (ML), eliminasjonsalgoritmen, sum-product-algoritmen, dekomponible og ikke-dekomponible modeller, junction tree-algoritmen, fullstendig observerte modeller, iterative proportional fitting-algoritmen, expectation-maximization (EM)-algoritmen, iterative conditional modes-algoritmen.
Referansetekst i originalspråket
Bayesian networks, factor graphs, Markov random fields, maximum a posteriori probability (MAP) and maximum likelihood (ML) principles, elimination algorithm, sum-product algorithm, decomposable and non-decomposable models, junction tree algorithm, completely observed models, iterative proportional fitting algorithm, expectation- maximization (EM) algorithm, iterative conditional modes algorithm.
Kilder og referanser
Datoer og kilder beholdes for å hjelpe deg å verifisere opplysningene. Oversettelsene tilbys for å lette lesing; den offisielle kilden er referansen for krav og betingelser.
Kildereferanse : https://calendar.carleton.ca/grad/courses/COMP/