Performance guarantees for regularized maximum entropy density estimation

Keyphrases

• Density Estimation 100%
• Performance Guarantee 100%
• Maximum Entropy Density 100%
• Maximum Entropy Principle 100%
• Probability Distribution 50%
• Sampling numbers 50%
• Sequential Update 50%
• Updating Algorithm 50%
• Parallel Update 50%
• Number of Features 50%
• Uniform Convergence 50%
• Underlying Distribution 50%
• Gibbs Distribution 50%
• Non-asymptotic Bound 50%
• Maximum Entropy 50%
• Density Estimates 50%
• Overfitting 50%
• Log Loss 50%
• Relaxed Constraints 50%
• Missing Probability 50%
• Convex Duality 50%
• Species Spatial Distribution 50%

Computer Science

• Density Estimate 25%

Mathematics

• Relevant Data 25%