DFWLayer: Differentiable Frank-Wolfe Optimization Layer.
Zixuan LiuLiu LiuXueqian WangPeilin ZhaoPublished in: Tiny Papers @ ICLR (2024)
Keyphrases
- line search
- optimization process
- optimization problems
- multi layer
- optimization algorithm
- global optimization
- combinatorial optimization
- objective function
- real time
- optimization model
- optimization procedure
- database
- data sets
- information retrieval
- optimization strategies
- discrete optimization
- optimal design
- evolution strategy
- artificial intelligence
- social networks
- constrained optimization
- control system
- databases
- knowledge base
- website
- optimization method
- machine learning
- video sequences
- multi objective