Robust nonparametric regression via sparsity control with application to load curve data cleansing

Keyphrases

• Sparsity 100%
• Data Cleansing 100%
• Curve Data 100%
• Load Curve 100%
• Sparsity Control 100%
• Robust Nonparametric Regression 100%
• Variational 66%
• Least Absolute Shrinkage and Selection Operator (LASSO) 66%
• T-norm 66%
• Nonparametric Methods 33%
• Inference Problem 33%
• Statistical Inference 33%
• Regularization Parameter 33%
• Model Assumptions 33%
• Compressive Sampling 33%
• Robust Estimator 33%
• Splines 33%
• Regularized Estimator 33%
• Square Regression 33%
• Convex Relaxation 33%
• Nonparametric Regression 33%
• Operational Decisions 33%
• Least Trimmed Squares 33%
• Robustification 33%
• Reduced Bias 33%
• Non-convex Surrogate 33%
• Generalization Ability 33%
• Smart Grid System 33%
• M-type Estimators 33%
• Efficient Solvers 33%
• Real Load 33%
• Improved Estimator 33%

Mathematics

• Lasso Regression 100%
• Regularization 50%
• Inferential Statistics 50%
• Spline 50%
• Nonparametric Method 50%
• Type Estimator 50%
• Robust Estimator 50%
• Square Regression 50%

Engineering

• Sparsity 100%
• Least Absolute Shrinkage and Selection Operator 50%
• Tasks 25%
• Compressive Sampling 25%
• Grid System 25%
• Regularization Parameter 25%
• Square Regression 25%
• Smart Grid 25%
• Robust Estimator 25%