Group-Sparse Regression: With Applications in Spectral Analysis and Audio Signal Processing

Mathematics

• Order 50%
• Modeling 50%
• Selection 50%
• Class 25%
• Residuals 25%
• Nonlinear 25%
• Optimality 25%
• Variables 25%
• Linear System 25%
• Predictor 25%
• Approximates 25%
• Regularization 25%
• Subgroup 25%
• Global Optimum 25%
• Model Fit 25%
• Parameter Estimate 25%
• Social Network 25%
• Statistical Modeling 25%
• Quantile 25%
• Integer Multiple 25%
• Modeling Tool 25%
• Data Mining 25%

Engineering

• Models 100%
• Optimization 28%
• Audio Signal 28%
• Performance 14%
• Error 14%
• Elements 14%
• Metrics 14%
• Combustion 14%
• Image Processing 14%
• Spectral Line 14%
• Engine 14%
• Linear Response 14%
• Optimisation Problem 14%
• Spatial Localization 14%
• Group Sparsity 14%
• Mining 14%
• Quantile 14%
• Fit Model 14%

Computer Science

• Regression Problem 55%
• Candidate Value 11%
• Data Mining Application 11%
• Spectral Envelope 11%
• Application Implementation 11%