Optimal Algorithms for Stochastic Complementary Composite Minimization.
Alexandre d'AspremontCristóbal GuzmánClément LezanePublished in: CoRR (2022)
Keyphrases
- theoretical analysis
- computational cost
- recently developed
- worst case
- greedy heuristic
- data structure
- computer vision
- computationally efficient
- learning algorithm
- space complexity
- orders of magnitude
- computational efficiency
- stochastic approximation
- stochastic search
- control policies
- benchmark datasets
- optimization methods
- minimization problems
- times faster
- monte carlo
- neural network
- dynamic programming
- computational complexity
- objective function
- image segmentation
- machine learning