Generalized self-concordant analysis of Frank-Wolfe algorithms

Keyphrases

• Self-concordant Functions 100%
• Frank-Wolfe Algorithm 100%
• Frank-Wolfe Method 100%
• Oracle 50%
• Convergence Rate 50%
• Minimization Problem 50%
• Large-scale Optimization 50%
• Liner 50%
• Convergence Guarantee 50%
• Self-concordance 50%
• Learning Statistics 50%
• Binary Classification 50%
• Optimization for Machine Learning 50%
• Projection-free Optimization 50%
• Unbounded Curvature 50%
• Projection Method 50%
• Strongly Convex 50%
• First-order Methods 50%
• Lipschitz Continuous Gradient 50%
• Rate Guarantees 50%
• Inverse Covariance Estimation 50%
• Computational Statistics 50%
• Convergent Method 50%
• Theoretical Convergence 50%
• Distance Discrimination 50%
• Class Function 50%
• Projection-free 50%

INIS

• algorithms 100%
• minimization 100%
• applications 66%
• optimization 66%
• convergence 66%
• availability 33%
• yields 33%
• losses 33%
• classification 33%
• modifications 33%
• distance 33%
• statistics 33%
• machine learning 33%
• liners 33%

Mathematics

• Wolfe Algorithm 100%
• Covariance 50%
• Convergence Rate 50%
• Computational Statistics 50%
• Binary Classification 50%