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A Unified Framework and a Case Study for Hyperparameter Selection in Machine Learning via Bilevel Optimization
Zhen Li, Yaru Qian,
Qingna Li
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此作品的通讯作者
数学学院
Beijing Institute of Technology
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引用 (Scopus)
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Computer Science
Case Study
100%
Machine Learning
100%
Support Vector
100%
Unified Framework
100%
Bilevel Optimisation
100%
Mathematical Program
75%
Objective Function
25%
Classification Performance
25%
Regularization Parameter
25%
Classification Models
25%
Generalization Performance
25%
Classification Problem
25%
Feasible Point
25%
Mathematics
Support Vector Machine
100%
Mathematical Program
75%
Equilibrium Constraint
75%
Regularization
25%
Loss Function
25%
Objective Function
25%
Classification Problem
25%
Cross-Validation
25%
Feasible Point
25%
Chemical Engineering
Learning System
100%