Neil Lawrence

8 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0001-9258-1030

Publications

• Multi-view Learning as a Nonparametric Nonlinear Inter-Battery Factor Analysis — Journal of Machine Learning Research 2021 (name-matched, not ORCID-linked)
• Differentially Private Regression and Classification with Sparse Gaussian Processes — Journal of Machine Learning Research 2021 (name-matched, not ORCID-linked)
• Intrinsic Gaussian processes on complex constrained domains — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2019
• Variational Inference for Latent Variables and Uncertain Inputs in Gaussian Processes — Journal of Machine Learning Research 2016 (name-matched, not ORCID-linked)
• A Unifying Probabilistic Perspective for Spectral Dimensionality Reduction: Insights and New Models — Journal of Machine Learning Research 2012 (name-matched, not ORCID-linked)
• Computationally Efficient Convolved Multiple Output Gaussian Processes — Journal of Machine Learning Research 2011 (name-matched, not ORCID-linked)
• Optimising Kernel Parameters and Regularisation Coefficients for Non-linear Discriminant Analysis — Journal of Machine Learning Research 2006 (name-matched, not ORCID-linked)
• Probabilistic Non-linear Principal Component Analysis with Gaussian Process Latent Variable Models — Journal of Machine Learning Research 2005 (name-matched, not ORCID-linked)