Inference algorithms and learning theory for Bayesian sparse factor analysis

Journal of Physics: Conference Series

Volumn 197, Issue , 2009, Pages

  Rattray, Magnus ^a   Stegle, Oliver ^b,c   Sharp, Kevin ^a   Winn, John ^d  

^a UNIVERSITY OF MANCHESTER   (United Kingdom)

^b MAX PLANCK INSTITUTE FOR BIOLOGICAL CYBERNETICS   (Germany)

^c MAX PLANCK INSTITUTE FOR DEVELOPMENTAL BIOLOGY   (Germany)

^d MICROSOFT RESEARCH   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 74349093161     PISSN: 17426588     EISSN: 17426596     Source Type: Conference Proceeding    
DOI: 10.1088/1742-6596/197/1/012002     Document Type: Conference Paper

References (18)

1. Sabatti C and James G M 2006 Bioinformatics (22) 739-46
2. Pournara I and Wernisch L 2007 BMC Bioinformatics (8) 61
3. West M 2003 Bayesian Statistics vol 7 (Oxford University Press) p 723-32
4. Geman S and Geman D 1984 IEEE Trans. Pattern. Anal. (6) 721741
5. George E and McCulloch R 1993 J. Am. Stat. Assoc. (88) 881-9
6. Jordan M, Ghahramani Z, Jaakkola T S and Saul L K 1999 Mach. Learn. (37) 183-233
7. Minka T P 2001 UAI '01: Proc. of the 17th Conf. in Uncertainty in Artificial Intelligence vol 17 (San Fransisco: Morgan Kaufmann Publishers) p 362-9
8. Nickisch H and Rasmussen C E 2008 J. Mach. Learn. Res. (9) 2035-78
9. Frey B J, Patrascu R, Jaakkola T and Moran J 2000 Adv.Neural Information Processing Syst. 12 493-9
10. Seeger M W 2008 J. Mach. Learn. Res. (9) 759-813
11. Rasmussen C E and Williams C K I 2006 Gaussian Processes for Machine Learning (MIT Press)
12. Minka T P 2001 A family of algorithms for approximate Bayesian inference PhD Thesis Massachusetts Institute of Technology
13. DeGroot M and Schervish M 2002 Probability and Statistics (Addison-Wesley Boston)
14. Tipping M E and Bishop C M 1999 J. R. Stat. Soc. B 61 611-22
15. Reimann P, Van den Broeck C and Bex G J 1996 J. Phys. A: Math. Gen. (29) 3521-35
16. Kuhlmann P and Müller K R 1994 J. Phys. A: Math. Gen. (27) 3759-74
17. Uda S and Kabashima Y 2005 J. Phys. Soc. Japan (74) 2233-42
18. Engel A and Van den Broeck C 2001 Statistical Mechanics of Learning (Cambridge University Press)