The Curse of Unrolling: Rate of Differentiating Through Optimization.
Damien ScieurGauthier GidelQuentin BertrandFabian PedregosaPublished in: NeurIPS (2022)
Keyphrases
- global optimization
- high dimensional
- optimization algorithm
- constrained optimization
- optimization problems
- dimension reduction
- optimization method
- neural network
- discrete optimization
- optimization process
- decision trees
- computer vision
- database
- high dimensional data
- data analysis
- case study
- knowledge base
- evolution strategy
- optimization strategies