Most Influential Subset Selection: Challenges, Promises, and Beyond

Keyphrases

• Subset Selection 100%
• Collective Influence 100%
• Influence Function 66%
• Subset Selection Problem 33%
• Computational Efficiency 33%
• Nonlinear Neural Networks 33%
• Linear Regression 33%
• Failure Mode 33%
• Training Data 33%
• Performance Efficiency 33%
• Greedy Heuristic 33%
• Training Samples 33%
• Adaptivity 33%
• Additive Structure 33%
• Classification Task 33%
• Machine Learning Models 33%
• Dominant Classes 33%
• Additive Metric 33%
• Complex Scenarios 33%

Computer Science

• Feature Subset Selection 100%
• Influence Function 50%
• Computational Efficiency 25%
• Neural Network 25%
• Training Data 25%
• Training Sample 25%
• Classification Task 25%
• Greedy Heuristic 25%
• Dominant Class 25%
• Machine Learning Model 25%