Zoubin Ghahramani
University of Cambridge(GB)Google DeepMind (United Kingdom)(GB)Google (United Kingdom)(GB)
Publications by Year
Research Areas
Gaussian Processes and Bayesian Inference, Bayesian Methods and Mixture Models, Bayesian Modeling and Causal Inference, Machine Learning and Algorithms, Machine Learning and Data Classification
Most-Cited Works
- → Dropout as a Bayesian Approximation: Representing Model Uncertainty in\n Deep Learning(2015)4,093 cited
- → An Introduction to Variational Methods for Graphical Models(1999)3,730 cited
- → An Internal Model for Sensorimotor Integration(1995)3,522 cited
- Semi-supervised learning using Gaussian fields and harmonic functions(2003)
- → Computational principles of movement neuroscience(2000)2,119 cited
- → Probabilistic machine learning and artificial intelligence(2015)1,924 cited
- Learning from Labeled and Unlabeled Data with Label Propagation(2002)
- Sparse Gaussian Processes using Pseudo-inputs(2005)