Characterizing and Avoiding Problematic Global Optima of Variational Autoencoders.
Yaniv YacobyWeiwei PanFinale Doshi-VelezPublished in: AABI (2019)
Keyphrases
- global optima
- global optimization
- optimization problems
- optimization algorithm
- global optimum
- denoising
- global search
- control parameters
- premature convergence
- function optimization
- particle swarm optimization
- objective function
- search space
- differential evolution
- metaheuristic
- pso algorithm
- cost function
- learning algorithm
- particle swarm
- evolutionary algorithm
- reinforcement learning