Using techniques to avoid or escape barren plateaus during the optimization of a variational quantum algorithm.
Origins of Barren Plateaus
- Exponentially large Hilbert spaces
- Circuit expressiveness
- Input state
- Noise
Methods
- Local Cost Function
- Classical Deep Neural Networks
To Be Implemented
- Shallow circuits
- Small dynamical Lie algebras
- Variable structure ansatzes
- Recurrent Neural Networks
- Convolutional Neural Networks