Bibliografie
Research Report
Bayesian transfer learning between autoregressive inference tasks
,
: ÚTIA AV ČR, (Praha 2020)
: Research Report 2389
: GA18-15970S, GA ČR
: autoregression, transfer learning, Fully Probabilistic Design, FPD, food-commodities price prediction
: http://library.utia.cas.cz/separaty/2021/AS/quinn-0538247.pdf
(eng): Bayesian transfer learning typically relies on a complete stochastic dependence speci cation between source and target learners which allows the opportunity for Bayesian conditioning. We advocate that any requirement for the design or assumption of a full model between target and sources is a restrictive form of transfer learning.
: BD
: 10102