Image interpolation and denoising for division of focal plane sensors using Gaussian Processes Elad Gilboa,1 John P. Cunningham,2 Arye Nehorai,1 and Viktor Gruev 3 1 Preston

Source URL: stat.columbia.edu

• Multivariate interpolation
• Image processing
• Interpolation
• Gaussian process
• Bicubic interpolation
• Polarization
• Regression analysis
• Kalman filter
• Normal distribution
• Kriging

Adaptive Collective Routing Using Gaussian Process Dynamic Congestion Models Siyuan Liu, Yisong Yue, Ramayya Krishnan Carnegie Mellon University {siyuan,yisongyue,rk2x}@cmu.edu

Source URL: select.cs.cmu.edu

• Statistics
• Probability theory
• Algebra of random variables
• Covariance and correlation
• Routing
• Covariance
• Shortest path problem
• Mathematics
• Multivariate statistics
• Kalman filter

Hierarchical Mixture Modeling With Normalized Inverse-Gaussian Priors Antonio L IJOI, Ramsés H. M ENA, and Igor P RÜNSTER In recent years the Dirichlet process prior has experienced a great success in the context of Ba

Source URL: economia.unipv.it

Nonlinear Predictive Control with a Gaussian Process Model Juˇs Kocijan1,2 and Roderick Murray-Smith3,4 1 Jozef Stefan Institute, Jamova 39, SI-1000 Ljubljana, Slovenia

Source URL: www.dcs.gla.ac.uk

Adaptive Collective Routing Using Gaussian Process Dynamic Congestion Models Siyuan Liu, Yisong Yue, Ramayya Krishnan Carnegie Mellon University {siyuan,yisongyue,rk2x}@cmu.edu

Source URL: www.yisongyue.com

Multi-Armed Bandit Models for 2D Grasp Planning with Uncertainty Michael Laskey1 , Jeff Mahler1 , Zoe McCarthy1 , Florian T. Pokorny1 , Sachin Patil1 , Jur van den Berg4 , Danica Kragic3 , Pieter Abbeel1 , Ken Goldberg2

Source URL: goldberg.berkeley.edu

• Statistics
• Probability
• Child development
• Grasp
• Reinforcement learning
• Gittins index
• Gaussian process
• Sensitivity analysis
• Monte Carlo integration
• Probability distribution
• Monte Carlo method
• Sampling

Fast Collapsed Gibbs Sampler for Dirichlet Process Gaussian Mixture Models using Rank 1 Cholesky updates Rajarshi Das http://www.cs.cmu.edu/~rajarshd/

Source URL: rajarshd.github.io

Multiple Gaussian Process Models Cedric Archambeau Xerox Research Centre Europe 6, Ch. de Maupertuis, 38240 Meylan, France

Source URL: www0.cs.ucl.ac.uk

1 Gaussian Process Regressors for Multiuser Detection in DS-CDMA systems Juan Jos´e Murillo-Fuentes Member, IEEE, and Fernando P´erez-Cruz Senior Member, IEEE.

Source URL: www.tsc.uc3m.es

Variational Gaussian Process State-Space Models arXiv:1406.4905v2 [cs.LG] 3 Nov 2014 Roger Frigola, Yutian Chen and Carl E. Rasmussen Department of Engineering

Source URL: www.cantab.net