Search
Now showing items 1-2 of 2
Generalised Bayesian matrix factorisation models
(University of CambridgeDepartment of EngineeringSt John's College, 2011-03-15)
Factor analysis and related models for probabilistic matrix factorisation are of central importance to the unsupervised analysis of data, with a colourful history more than a century long. Probabilistic models for matrix ...
Exploring nonlinear regression methods, with application to association studies
(University of CambridgeDepartment of Applied Mathematics and Theoretical PhysicsSt. Catharine's College, 2011-07-12)
The field of nonlinear regression is a long way from reaching a consensus. Once a method decides to explore nonlinear combinations of predictors, a number of questions are raised, such as what nonlinear combinations to ...