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Principled machine learning
Yordan Raykov,
David Saad
College of Engineering and Physical Sciences
Aston University
Research output
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Contribution to journal
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Article
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peer-review
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Dive into the research topics of 'Principled machine learning'. Together they form a unique fingerprint.
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Keyphrases
Neural Network
100%
Machine Learning Techniques
100%
Gaussian Process
100%
Mixture Model
100%
Machine Learning
100%
Probabilistic Model
100%
Regression Techniques
100%
Support Vector Machine
100%
Photonics
100%
Decision Tree
100%
Classification Methods
100%
Message Passing
100%
Kernel Methods
100%
Human-machine Systems
100%
Deep Learning
100%
Nonparametric Regression
100%
Nonparametric Classification
100%
Visual Informatics
100%
Bayesian Graphs
100%
Machine Decisions
100%
Mathematics
Neural Network
100%
Gaussian Process
100%
Parametric
100%
Mixture Model
100%
Support Vector Machine
100%
Decision Tree
100%
Bayesian Model
100%
Deep Learning Method
100%
Non-Parametric Regression
100%
Engineering
Limitations
100%
Photonics
100%
Gaussian Mixture Model
100%
Support Vector Machine
100%
Learning System
100%
Bayesian Model
100%
Machine Learning Method
100%
Deep Learning Method
100%
Computer Science
Machine Learning
100%
Learning System
100%
Neural Network
33%
Support Vector Machine
33%
Bayesian Model
33%
Message Passing
33%
Gaussian Mixture Model
33%
Classification Technique
33%
Deep Learning Method
33%
Process Message
33%
Decision Tree
33%
Medicine and Dentistry
Mixture Model
100%