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Zoubin Ghahramani | Researchclopedia

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Zoubin Ghahramani

University of Cambridge ORCID

397

Works

56,726

Citations

99

h-index

275

i10-index

Research Topics

Gaussian Processes and Bayesian Inference Bayesian Methods and Mixture Models Bayesian Modeling and Causal Inference

Affiliations

Vienna University of Economics and Business2015–2015

Università Cattolica del Sacro Cuore2015–2015

Pohang University of Science and Technology2006–2006

University of London2011–2011

Turing Institute2015–2015

Top Works

Dropout as a Bayesian Approximation: Representing Model Uncertainty in\n Deep Learning

Yarin Gal,Zoubin Ghahramani

20154,095 citations

Machine Learning and Algorithms

Machine Learning and Data Classification

An Introduction to Variational Methods for Graphical Models

Michael I. Jordan,Zoubin Ghahramani,et al.

19993,733 citations

An Internal Model for Sensorimotor Integration

Daniel M. Wolpert,Zoubin Ghahramani,et al.

19953,527 citations

Semi-supervised learning using Gaussian fields and harmonic functions

Xiaojin Zhu,Zoubin Ghahramani,et al.

20033,377 citations

Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning

Yarin Gal,Zoubin Ghahramani

20152,616 citations

Computational principles of movement neuroscience

Daniel M. Wolpert,Zoubin Ghahramani

20002,121 citations

Probabilistic machine learning and artificial intelligence

Zoubin Ghahramani

20151,928 citations

Learning from Labeled and Unlabeled Data with Label Propagation

Xiongjie Zhu,Zoubin Ghahramani

20021,569 citations

Sparse Gaussian Processes using Pseudo-inputs

Edward Snelson,Zoubin Ghahramani

20051,330 citations