Constrained Optimization to Train Neural Networks on Critical and Under-Represented Classes.
Sara SangalliErtunc ErdilAndreas M. HötkerOlivio DonatiEnder KonukogluPublished in: NeurIPS (2021)
Keyphrases
- constrained optimization
- neural network
- objective function
- constrained optimization problems
- constraint handling
- penalty function
- augmented lagrangian
- unconstrained optimization
- stationary points
- lagrange multipliers
- interval analysis
- penalty functions
- evolutionary strategy
- genetic algorithm
- recurrent neural networks
- genetic programming
- least squares
- artificial neural networks
- support vector