Delta-STN: Efficient Bilevel Optimization for Neural Networks using Structured Response Jacobians.
Juhan BaeRoger B. GrossePublished in: CoRR (2020)
Keyphrases
- neural network
- global optimization
- optimization algorithm
- artificial neural networks
- pattern recognition
- optimization process
- closed form
- fuzzy logic
- multi objective
- linear programming
- computationally efficient
- cost effective
- optimization problems
- computationally expensive
- optimization method
- combinatorial optimization
- recurrent neural networks
- evolutionary algorithm
- bilevel programming