Golem: An algorithm for robust experiment and process optimization.
Matteo AldeghiFlorian HäseRiley J. HickmanIsaac TamblynAlán Aspuru-GuzikPublished in: CoRR (2021)
Keyphrases
- optimization algorithm
- optimization process
- dynamic programming
- optimization method
- probabilistic model
- times faster
- computationally efficient
- worst case
- computational cost
- np hard
- preprocessing
- computational complexity
- linear programming
- learning algorithm
- theoretical analysis
- optimal solution
- detection algorithm
- image matching
- globally optimal
- optimization procedure
- convergence rate
- expectation maximization
- constrained optimization
- convex hull
- segmentation algorithm
- experimental evaluation
- k means
- data structure
- objective function
- image sequences