Dualize, Split, Randomize: Toward Fast Nonsmooth Optimization Algorithms

Keyphrases

• Optimization Algorithm 100%
• Nonsmooth Optimization 100%
• Nonsmooth 100%
• Machine Learning 50%
• Monotone 50%
• Decentralized Optimization 50%
• Image Processing 50%
• Linear Constraints 50%
• Existing Algorithms 50%
• Convergence Analysis 50%
• Linear Operator 50%
• Convergence Results 50%
• Product Space 50%
• Strongly Convex Function 50%
• Convex Function 50%
• Linear Convergence 50%
• Strong Convexity 50%
• Gradient Estimate 50%
• General Convergence 50%
• Sublinear Convergence Rate 50%
• Monotone Inclusion 50%

Mathematics

• Nonsmooth Optimization 100%
• Convex Function 100%
• Linear Constraint 50%
• Convergence Analysis 50%
• Linear Operator 50%
• Product Space 50%
• Convergence Result 50%
• Variance 50%
• Linear Convergence 50%
• Stochastics 50%
• Convergence Rate 50%
• Image Processing 50%