Scalable and accurate variational Bayes for high-dimensional binary regression models

Mathematics

• Regression Model 100%
• Approximation 100%
• Gaussian 50%
• Variational Approximation 50%
• Variables 50%
• Inference 25%
• Tradeoff 25%
• Skewness 25%
• Open Problem 25%
• Bayesian 25%
• Posterior Distribution 25%
• Point Estimation 25%
• Factorization 25%
• Uncertainty Quantification 25%
• Normal Density 25%
• Number 25%
• Algorithm 25%
• Classes 25%
• Prediction 25%
• Converges 25%
• Probit Regression 25%

Computer Science

• Local Variable 33%
• Global Variable 16%
• Field Assumption 16%