Algorithmic Analysis and Statistical Estimation of SLOPE via Approximate Message Passing

Keyphrases

• Statistical Estimation 100%
• Algorithmic Analysis 100%
• Approximate Message Passing 100%
• Algorithmic Approach 40%
• Non-separable 40%
• Numerical Simulation 20%
• Optimization Procedure 20%
• Novel Technique 20%
• Evolutionary Analysis 20%
• Convex Optimization 20%
• Gaussian Random 20%
• Existing Techniques 20%
• State Evolution 20%
• Flexible Approach 20%
• Random Design 20%
• Asymptotic Dynamics 20%
• Constructive Approach 20%
• Developing States 20%
• Asymptotically Exact 20%
• High-dimensional Linear Regression 20%

Mathematics

• Approximates 100%
• Asymptotics 33%
• Gaussian Distribution 16%
• Linear Regression Analysis 16%
• Computer Simulation 16%
• Convex 16%