posted on 2021-01-19, 04:37authored bySACHITH HASARANGA SENEVIRATNE
This thesis presents a system for automatically generating code for a set of Bayesian statistical models. The overall contributions include a system for performing pattern matching and symbolic computations, a schema system of efficiently managing statistical operations in a reusable manner. Additionally, the overall system for generating efficient code is also presented, alongside the general architecture that enables this process.
History
Campus location
Australia
Principal supervisor
Wray Buntine
Additional supervisor 1
Lan Du
Year of Award
2021
Department, School or Centre
Information Technology (Monash University Clayton)