Optimistic Distributionally Robust Optimization for Nonparametric Likelihood Approximation

Keyphrases

• Nonparametric Maximum Likelihood Estimator (NPMLE) 100%
• Distributionally Robust Optimization 100%
• Likelihood Approximation 100%
• Analytical Expression 50%
• Classification Task 50%
• Convex Optimization Problem 50%
• Likelihood Function 50%
• Performance Guarantee 50%
• Nonparametric 50%
• Moment Conditions 50%
• Probability Measure 50%
• Theoretical Performance 50%
• Bayesian Statistics 50%
• Inference Problem 50%
• Wasserstein Distance 50%
• Kullback-Leibler Divergence 50%
• Parametric Approximation 50%
• Posterior Inference 50%
• Probabilistic Classification 50%

Mathematics

• Moment Condition 100%
• Probability Measure 100%
• Likelihood Function 100%
• Sample Point 100%
• Parametric 100%
• Kullback-Leibler Divergence 100%
• Probability Theory 100%
• Wasserstein Distance 100%
• Bayes Theorem 100%