Concepedia

Charles Blundell

CB

41

Publications

12K

Citations

28

H-Index

2012

Active since

Affiliations

Google DeepMind (United Kingdom)(Current)

Google (United States)

University College London

Oxford Centre for Computational Neuroscience

University of Cambridge

Charles Blundell is an author at Google DeepMind (United Kingdom) specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringMachine LearningComputer ScienceDeep LearningArtificial IntelligenceData ScienceRobot LearningCognitive ScienceSocial SciencesNeuroscience

Publications per year

2012–2022

41

Publications

41

Simple and Scalable Predictive Uncertainty Estimation using Deep\n Ensembles

Balaji Lakshminarayanan, Alexander Pritzel, Charles Blundell · arXiv (Cornell University) · 2016 · 3K citations · Full text

Weight Uncertainty in Neural Networks

Charles Blundell, Julien Cornebise, Koray Kavukcuoglu et al. · arXiv (Cornell University) · 2015 · 1.3K citations · Full text

Artificial Intelligence, Engineering, Machine Learning +14

Matching Networks for One Shot Learning

Oriol Vinyals, Charles Blundell, Timothy Lillicrap et al. · arXiv (Cornell University) · 2016 · 942 citations · Full text

Natural Language Processing, Few-shot Learning, Shot Learning +15

Weight Uncertainty in Neural Network

Charles Blundell, Julien Cornebise, Koray Kavukcuoglu et al. · International Conference on Machine Learning · 2015 · 880 citations

Artificial Intelligence, Engineering, Machine Learning +15

Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles

Balaji Lakshminarayanan, Alexander Pritzel, Charles Blundell · arXiv (Cornell University) · 2016 · 729 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +19

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