Unbiased Gradient Estimation in Unrolled Computation Graphs with Persistent Evolution Strategies.
Paul VicolLuke MetzJascha Sohl-DicksteinPublished in: ICML (2021)
Keyphrases
- evolution strategy
- gradient estimation
- evolutionary algorithm
- differential evolution
- variance reduction
- genetic algorithm
- numerical optimization
- optimization methods
- guided local search
- global search
- particle swarm optimization algorithm
- multi objective
- covariance matrix
- monte carlo
- graphical models
- simulated annealing
- decision trees
- machine learning
- neural network