Progress towards an improved particle flow algorithm at CMS with machine learning.
Farouk MokhtarJoosep PataJavier M. DuarteEric WulffMaurizio PieriniJean-Roch VlimantPublished in: CoRR (2023)
Keyphrases
- times faster
- learning algorithm
- experimental evaluation
- machine learning
- optimization algorithm
- preprocessing
- computational complexity
- optimal solution
- search space
- matching algorithm
- significant improvement
- np hard
- objective function
- segmentation algorithm
- theoretical analysis
- machine learning methods
- neural network
- improved algorithm
- high accuracy
- dynamic programming
- k means
- recognition algorithm
- search algorithm
- particle swarm optimization algorithm
- path planning
- decision trees
- expectation maximization
- text classification
- simulated annealing