Probabilistic Bilevel Coreset Selection

Keyphrases

• Bi-level 100%
• Core Selection 100%
• Bilevel Optimization 50%
• Existing Algorithms 25%
• Subset Selection Problem 25%
• Selection Strategy 25%
• Model Performance 25%
• Search Approach 25%
• Convergence Property 25%
• Outer Loop 25%
• Large Animal Model 25%
• Continual Learning 25%
• Training Samples 25%
• Resource-constrained 25%
• Efficient Solvers 25%
• Greedy Search 25%
• Supervised Learning 25%
• Machine Learning Models 25%
• Training Procedure 25%
• Traditional Machine Learning 25%
• Discrete Subset 25%
• Class Imbalance 25%
• Suboptimal Outcome 25%
• Label Noise 25%
• Implicit Differentiation 25%
• Policy Gradient 25%
• Probablistic 25%

Computer Science

• Optimization Problem 100%
• Bilevel Optimisation 100%
• Machine Learning 50%
• Convergence Property 50%
• Selection Method 50%
• Performance Model 50%
• Training Sample 50%
• Feature Subset Selection 50%
• Probability Sample 50%
• Supervised Learning 50%
• Class Imbalance 50%