K.G. G. Samuel and M.F. Tappen, Learning Optimized MAP Estimates in Continuously-Valued MRF Models. To appear in CVPR 2009 [PDF]
M.F. Tappen, K.G.G. Samuel, C.V. Dean, and D. Lyle, The Logistic Random Field -- A Convenient Graphical Model for Learning Parameters for MRF-based Labeling. Appeared in the Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR) (Oral Presentation) [PDF]