Computing the partition function and the marginals of a global probability distribution are two important issues in any probabilistic inference problem. In a previous work, we presented sub-tree based ...

Computational Complexity (2017). [4] The Ihara zeta function as a partition function for network structure characterisation. Scientific Reports (2024).

The SPiForest, a new isolation-based approach to outlier detection, constructs iTrees on the space containing all attributes by probability density-based inverse sampling. Most existing iForest ...