- Roger Frigola-Alcalde, "Bayesian Time Series Learning with Gaussian Processes," Cambridge University（2015）URL
- Andreas Damianou, "Deep Gaussian Processes and Variational Propagation of Uncertainty," University of Sheffield（2015）URL
- Andrew Gordon Wilson, "Covariance kernels for fast automatic pattern discovery and extrapolation with Gaussian processes," Cambridge University（2014）URL
- David Kristjanson Duvenaud, "Automatic Model Construction with Gaussian Processes," Harvard University（2014）URL
- Ryan Darby Turner, "Gaussian Processes for State Space Models and Change Point Detection," Cambridge University（2011）URL
- Michael Osborne, "Bayesian Gaussian Processes for Sequential Prediction, Optimisation and Quadrature," Oxford University（2010）URL
- Edward Lloyd Snelson, "Flexible and efficient Gaussian process models for machine learning," University of London（2008）URL
- Sotirios Damouras, "NONPARAMETRIC TIME SERIES ANALYSIS USING GAUSSIAN PROCESSES," Carnegie Mellon University （2008）URL
- Matthias Seeger, "Bayesian Gaussian Process Models: PAC-Bayesian Generalisation Error Bounds and Sparse Approximations," University of Edinburgh（2005）URL
- Joaquin Quinonero Candela, "Learning with Uncertainty – Gaussian Processes and Relevance Vector Machines," Technical University of Denmark（2004）URL
- Christopher Joseph Paciorek, "NONSTATIONARY GAUSSIAN PROCESSES FOR REGRESSION AND SPATIAL MODELLING," Carnegie Mellon University（2003）URL
- Mark N. Gibbs, "Bayesian Gaussian Processes for Regression and Classication," University of Edinburgh（1998）URL
他にもこんなD論あるよ的な情報は歓迎します。
とりあえずのメモであり、BibTeX形式での整理は今後の課題。
