Characterizing and Avoiding Problematic Global Optima of Variational Autoencoders.
Yaniv YacobyWeiwei PanFinale Doshi-VelezPublished in: CoRR (2020)
Keyphrases
- global optima
- global optimization
- optimization problems
- optimization algorithm
- global optimum
- denoising
- control parameters
- global search
- premature convergence
- particle swarm optimization
- evolutionary algorithm
- cost function
- multi objective
- pso algorithm
- test problems
- function optimization
- optimization method
- reinforcement learning