Distributed adaptive Newton methods with global superlinear convergence

Keyphrases

• Adaptive Step Size 50%
• Approximation Techniques 50%
• Compress 50%
• Consensus Methods 50%
• Decision Vector 50%
• Distributed Algorithms 50%
• Distributed Optimization 50%
• Finite Sum 50%
• First-order Methods 50%
• Hessian Matrix 50%
• Logistic Regression 50%
• Low-rank Matrix Approximation 100%
• Modified Newton Method 100%
• Neighbor Node 50%
• Newton Algorithm 50%
• Numerical Experiments 50%
• Peer-to-peer Networks 50%
• Quadratic Convergence Rate 50%
• Regression Problem 50%
• Set Consensus 50%
• Superlinear Convergence 100%
• Superlinear Rate 100%

Computer Science

• Algorithm Converges 50%
• Approximated Matrix 100%
• Approximation Technique 50%
• Convergence Rate 50%
• Decision Vector 50%
• Distributed Algorithm 50%
• Distributed Optimization 50%
• Hessian Matrix 50%
• Logistic Regression 50%
• Neighboring Node 50%
• Newton Algorithm 50%
• Newton's Method 100%
• Objective Function 50%
• Optimization Problem 50%
• Peer to Peer Networks 50%
• Regression Problem 50%

Mathematics

• Approximated Matrix 100%
• Approximation Technique 50%
• Consensus Method 50%
• Convergence Rate 50%
• Finite Sum 50%
• Finite Time 50%
• Hessian Matrix 50%
• Logistic Regression 50%
• Minimizes 50%
• Newton's Method 100%
• Numerical Experiment 50%
• Objective Function 50%
• Sharp Contrast 50%