SBO-RNN: Reformulating Recurrent Neural Networks via Stochastic Bilevel Optimization.
Ziming ZhangYun YueGuojun WuYanhua LiHaichong K. ZhangPublished in: NeurIPS (2021)
Keyphrases
- recurrent neural networks
- feed forward
- long short term memory
- stochastic optimization
- reservoir computing
- artificial neural networks
- neural network
- optimization algorithm
- nonlinear dynamic systems
- hidden layer
- neural model
- complex valued
- echo state networks
- feedforward neural networks
- recurrent networks
- linear programming
- global optimization
- constrained optimization
- optimal control problems
- robust optimization
- cascade correlation
- real time
- chaotic time series
- stochastic programming