The Power of the Weisfeiler-Leman Algorithm for Machine Learning with Graphs.
Christopher MorrisMatthias FeyNils M. KriegePublished in: IJCAI (2021)
Keyphrases
- machine learning
- experimental evaluation
- cost function
- preprocessing
- high accuracy
- learning algorithm
- computational cost
- graph isomorphism
- detection algorithm
- optimization algorithm
- expectation maximization
- significant improvement
- k means
- computational complexity
- np hard
- data mining
- simulated annealing
- machine learning algorithms
- graph model
- reinforcement learning
- dynamic programming
- search space
- objective function
- tree structure
- spanning tree
- graph clustering
- adjacency graph