Carl Edward Rasmussen

8 catalog papers. Name-matched publications do not establish a verified researcher identity.

Publications

• Numerically Stable Sparse Gaussian Processes via Minimum Separation using Cover Trees — Journal of Machine Learning Research 2024
• Convergence of Sparse Variational Inference in Gaussian Processes Regression — Journal of Machine Learning Research 2020
• Sparse Spectrum Gaussian Process Regression — Journal of Machine Learning Research 2010
• Gaussian Processes for Machine Learning (GPML) Toolbox — Journal of Machine Learning Research 2010
• Approximations for Binary Gaussian Process Classification — Journal of Machine Learning Research 2008
• The Need for Open Source Software in Machine Learning — Journal of Machine Learning Research 2007
• A Unifying View of Sparse Approximate Gaussian Process Regression — Journal of Machine Learning Research 2005
• Assessing Approximate Inference for Binary Gaussian Process Classification — Journal of Machine Learning Research 2005