A Projection-free Algorithm for Constrained Stochastic Multi-level Composition Optimization.
Tesi XiaoKrishnakumar BalasubramanianSaeed GhadimiPublished in: NeurIPS (2022)
Keyphrases
- learning algorithm
- monte carlo
- optimization algorithm
- optimal solution
- dynamic programming
- experimental evaluation
- optimization process
- times faster
- optimization method
- worst case
- high accuracy
- projection method
- detection algorithm
- segmentation algorithm
- simulated annealing
- np hard
- cost function
- k means
- computational complexity
- neural network
- probabilistic model
- optimization problems
- computational cost
- preprocessing
- combinatorial optimization
- recognition algorithm
- objective function
- optimization model
- similarity measure
- monte carlo sampling