Why Does MAML Outperform ERM? An Optimization Perspective.
Liam CollinsAryan MokhtariSanjay ShakkottaiPublished in: CoRR (2020)
Keyphrases
- optimization problems
- optimization process
- discrete optimization
- optimal design
- optimization procedure
- viewpoint
- optimization algorithm
- optimization method
- empirical risk minimization
- databases
- joint optimization
- multiple objectives
- constrained optimization
- global optimization
- pairwise
- expert systems
- objective function
- genetic algorithm
- real world
- neural network