Gaussian Processes for Machine Learning

Source URL: www.gaussianprocess.org

• Mathematical analysis
• Statistical theory
• Probability theory
• Normal distribution
• Single-equation methods
• Stable distributions
• Estimation theory
• Geostatistics
• Gaussian process
• Kriging
• Linear regression
• Bayesian linear regression

principles practice application: bayesian inference for network data an introduction to bayesian inference with an application to network analysis

Source URL: jakehofman.com

Modification of Bayesian Updating where Continuous Parameters have Differing Relationships with New and Existing Data Nicholas Lewis (Email: ) Bath, United Kingdom 12 August 2013

Source URL: arxiv.org

Bayesian Analysis Users Guide Release 4.00, Manual Version 1 G. Larry Bretthorst Biomedical MR Laboratory Washington University School Of Medicine, Campus Box 8227

Source URL: bayes.wustl.edu

journal of economic theory 83, 69article no. ET982444 Secure Protocols or How Communication Generates Correlation Olivier Gossner*

Source URL: ogossner.free.fr

• Decision theory
• Nash equilibrium
• Game theory
• Cryptography
• Verifiable secret sharing
• Bayesian game

PATTERN RECOGNITION AND MACHINE LEARNING CHAPTER 8: GRAPHICAL MODELS Bayesian Networks Directed Acyclic Graph (DAG)

Source URL: research.microsoft.com

A Bayesian Perspective on Markovian Dynamics and the Fluctuation Theorem Nathaniel Virgo Max Planck Institute for Biogeochemistry, Jena, Germany; now at University of Tokyo, Japan Abstract. One of E. T. Jaynes’ most im

Source URL: nathanielvirgo.com

Ann Inst Stat Math:413–437 DOIs10463Robust Bayes estimation using the density power divergence Abhik Ghosh · Ayanendranath Basu

Source URL: www.ism.ac.jp

• Statistics
• Statistical theory
• Estimation theory
• Statistical inference
• Bayesian statistics
• Bayesian inference
• Robust statistics
• Bayes estimator
• Estimator
• Bayes
• Robust Bayesian analysis
• Efficiency

Bayesian Analysis Users Guide Release 4.00, Manual Version 1 G. Larry Bretthorst Biomedical MR Laboratory Washington University School Of Medicine, Campus Box 8227

Source URL: bayes.wustl.edu

A Comparison of HMMs and Dynamic Bayesian Networks for Recognizing Office Activities Nuria Oliver and Eric Horvitz Adaptive Systems & Interaction, Microsoft Research, Redmond, WA USA {nuria, horvitz}@microsoft.com Abstra

Source URL: www.nuriaoliver.com

• Markov models
• Dynamic Bayesian network
• Hidden Markov model
• Bayesian network
• Activity recognition
• Pattern recognition