Stochastic processes on manifolds



Adler, Robert J. 2010. The Geometry of Random Fields. SIAM ed. Philadelphia: Society for Industrial and Applied Mathematics.
Adler, Robert J., and Jonathan E. Taylor. 2007. Random Fields and Geometry. Springer Monographs in Mathematics 115. New York: Springer.
Adler, Robert J, Jonathan E Taylor, and Keith J Worsley. 2016. Applications of Random Fields and Geometry Draft.
Bhattacharya, Abhishek, and Rabi Bhattacharya. 2012. Nonparametric Inference on Manifolds: With Applications to Shape Spaces. Institute of Mathematical Statistics Monographs. Cambridge: Cambridge University Press.
Borovitskiy, Viacheslav, Alexander Terenin, Peter Mostowsky, and Marc Peter Deisenroth. 2020. “Matérn Gaussian Processes on Riemannian Manifolds.” June 17, 2020.
Calandra, R., J. Peters, C. E. Rasmussen, and M. P. Deisenroth. 2016. “Manifold Gaussian Processes for Regression.” In 2016 International Joint Conference on Neural Networks (IJCNN), 3338–45. Vancouver, BC, Canada: IEEE.
Chikuse, Yasuko, and 筑瀬靖子. 2003. Statistics on Special Manifolds. New York, NY: Springer New York.
Feragen, Aasa, and Søren Hauberg. n.d. “Open Problem: Kernel Methods on Manifolds and Metric Spaces,” 4.
Yaglom, A. M. 1961. “Second-Order Homogeneous Random Fields.” Proceedings of the Fourth Berkeley Symposium on Mathematical Statistics and Probability, Volume 2: Contributions to Probability Theory, January, 593–622.

No comments yet. Why not leave one?

GitHub-flavored Markdown & a sane subset of HTML is supported.