Maximum Entropy and Bayesian Methods

In Memory of Edwin T. Jaynes. Preface. Massive Inference and Maximum Entropy; J. Skilling. CV-NP Bayesianism by MCMC; C. Rodriguez. Which Algorithms are Feasible? A MAXENT Approach; D.E. Cooke, et al. Maximum Entropy, Likelihood and Uncertainty: A Comparison; A. Golan. Probabilistic Methods for Data Fusion; A. Mohammed-Djafari. Whence the Laws of Probability? A.J.M. Garrett. Bayesian Group Analysis; W. von der Linden, et al. Symmetry-Group Justification of Maximum Entropy Method and Generalized Maximum Entropy Methods in Image Processing; O. Kosheleva. Probability Synthesis, How to Express Probabilities in Terms of Each Other; A.J.M. Garrett. Inversion Based on Computational Simulations; K. Hanson, et al. Model Comparison with Energy Confinement Data From Large Fusion Experiments; R. Preuss, et al. Deconvolution Based on Experimentally Determined Apparatus Functions; V. Dose, et al. A Bayesian Approach for the Determination of the Charge Density from Elastic Electron Scattering Data; A. Mohammad-Djafari, H.G. Miller. Integrated Deformable Boundary Finding Using Bayesian Strategies; A. Chakraborty, J. Duncan. Shape Reconstruction in X-Ray Tomography from a Small Number of Projections Using Deformable Models; A. Mohammad-Djafari, K. Sauer. An Empirical Model of Brain Shape; J. Gee, L. Le Briquer. Difficulties Applying Blind Source Separation Techniques to EEG and MEG; K.H. Knuth. The History of Probability Theory; A.J.M. Garrett. We Must Choose the Simplest Physical Theory: Levin-Li-Vitanyi Theorem and Its Potential Physical Applications; D. Fox, et al. Maximum Entropy and Acausal Processes: Astrophysical Applications and Challenges; M. Koshelev. Computational Exploration of the Entropic Prior Over Spaces of Low Dimensionality; H.E. Fitzgerald, E.G. Larson. Environmentally-Oriented Processing of Multi-Spectral Satellite Images: New Challenges for Bayesian Methods; S.A. Starks, V. Kreinovich. Maximum Entropy Approach to Optimal Sensor Placement for Aerospace Non-Destructive Testing; R. Osegueda, et al. Maximum Entropy Under Uncertainty; H. Gzyl. Subject Index.