I completed my thesis in December 2003. It is available for download either as one document or as individual chapters.
J. M. Winn|
Variational Message Passing and its Applications
Ph.D. Thesis, Department of Physics, University of Cambridge, 2003.
|Entire thesis||[ps.gz 2.7M]||[pdf 1.8M]|
|Front material, notation, contents||[ps.gz 145K]||[pdf 115K]|
|Chapter 1: Inference in Graphical Models||[ps.gz 324K]||[pdf 448K]|
|Chapter 2: A Variational Inference Framework||[ps.gz 575K]||[pdf 538K]|
|Chapter 3: Non-linear Image Modelling||[ps.gz 719K]||[pdf 373K]|
|Chapter 4: Microarray Image Analysis||[ps.gz 1.3M]||[pdf 596K]|
|Chapter 5: Structured Variational Distributions||[ps.gz 210K]||[pdf 251K]|
|Chapter 6: Conclusions and Future Work||[ps.gz 83K]||[pdf 79K]|
|Appendices & Bibliography||[ps.gz 112K]||[pdf 96K]|