AutoDEUQ: Automated Deep Ensemble with Uncertainty Quantification

Keyphrases

• Uncertainty Quantification 100%
• Neural Network Ensemble 66%
• HyPer 33%
• Backpropagation 33%
• Distribution-free 33%
• Challenging Tasks 33%
• Model Uncertainty 33%
• Ensemble Methods 33%
• Automated Approach 33%
• Neural Architecture 33%
• Deep Neural Network 33%
• Training Costs 33%
• Added Cost 33%
• Computational Scalability 33%
• Hyperparameters 33%
• Parameter Search 33%
• Bayesian Neural Network 33%
• Predictive Variance 33%
• Neural Architecture Search 33%

Computer Science

• Neural Network 100%
• Deep Neural Network 66%
• Leaning Parameter 66%
• Model Uncertainty 33%
• Total Variance 33%
• Ensemble Method 33%