10 citations · 15 across the 4 of their papers we have counts for
4 papers
Stacking Factorizing Partitioned Expressions in Hybrid Bayesian Network Models
Peng Lin, Martin Neil, Norman Fenton
Hybrid Bayesian networks (HBN) contain complex conditional probabilistic distributions (CPD) specified as partitioned expressions over discrete and continuous variables. The size o…
On the Merge of k-NN Graph
Wan-Lei Zhao, Hui Wang, Peng-Cheng Lin +1
k-nearest neighbor graph is a fundamental data structure in many disciplines such as information retrieval, data-mining, pattern recognition, and machine learning, etc. In the lite…
Graph based Nearest Neighbor Search: Promises and Failures
Peng-Cheng Lin, Wan-Lei Zhao
Recently, graph based nearest neighbor search gets more and more popular on large-scale retrieval tasks. The attractiveness of this type of approaches lies in its superior performa…
Performing Bayesian Risk Aggregation using Discrete Approximation Algorithms with Graph Factorization
Peng Lin
Risk aggregation is a popular method used to estimate the sum of a collection of financial assets or events, where each asset or event is modelled as a random variable. Application…