Fast rates for exp-concave empirical risk minimization

Keyphrases

• Fast Rates 100%
• Empirical Risk Minimization 100%
• Expected Loss 50%
• Logistic Regression 25%
• Learning Problems 25%
• Linear Regression 25%
• Portfolio Optimization 25%
• Computationally Expensive 25%
• Online Algorithms 25%
• Stochastic Optimization 25%
• N-factor 25%
• Optimization Framework 25%
• Smooth Loss 25%
• Hinge Loss 25%
• Online-to-batch Conversion 25%
• General Optimization 25%
• Concave Loss 25%
• Regression Learning 25%

Mathematics

• Exp 100%
• Empirical Risk Minimization 100%
• Stochastics 25%
• Logistic Regression 25%
• Linear Regression Analysis 25%

Computer Science

• Risk Minimization 100%
• on-line algorithm 25%
• Stochastic Optimization 25%
• Logistic Regression 25%
• Support Vector Machine 25%
• Learning Problem 25%
• Optimization Framework 25%