Learning from crowds with variational Gaussian processes

Computer Science

• Web Service 100%
• Learning Problem 100%
• Supervised Learning 100%
• Annotation 100%
• Mechanical Turk 100%
• Majority Voting 100%
• Great Number 100%
• Classification Method 100%

Keyphrases

• Annotator 100%
• Variational Gaussian Processes 100%
• Learning from Crowds 100%
• Crowdsourcing 40%
• Training Set 20%
• Uncertainty Quantification 20%
• Inference Methods 20%
• Challenging Problems 20%
• Learning Problems 20%
• Supervised Learning 20%
• Spammer 20%
• Synthetic Experiment 20%
• Classification Methods 20%
• Variational Bayes 20%
• Social Web Service 20%
• Amazon Mechanical Turk 20%
• Experimental Section 20%
• Gaussian Process Classifier 20%
• Bayesian Treatment 20%
• Real Experiment 20%
• Crowdsourcing Model 20%
• Noisy Labels 20%
• Majority Voting 20%