I completed my thesis in December 2003. It is available for download either as one document or as individual chapters.
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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] |
Individual chapters |
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| 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] |