Mark Girolami
University of Cambridge(GB)The Alan Turing Institute(GB)
Publications by Year
Research Areas
Gaussian Processes and Bayesian Inference, Markov Chains and Monte Carlo Methods, Probabilistic and Robust Engineering Design, Neural Networks and Applications, Blind Source Separation Techniques
Most-Cited Works
- → Independent Component Analysis Using an Extended Infomax Algorithm for Mixed Subgaussian and Supergaussian Sources(1999)1,959 cited
- → Riemann Manifold Langevin and Hamiltonian Monte Carlo Methods(2011)1,510 cited
- → Mercer kernel-based clustering in feature space(2002)899 cited
- → Naturally Occurring Human Urinary Peptides for Use in Diagnosis of Chronic Kidney Disease(2010)535 cited
- → Machine learning and structural health monitoring overview with emerging technology and high-dimensional data source highlights(2021)505 cited
- → Construction with digital twin information systems(2020)504 cited