18 citations · 33 across the 5 of their papers we have counts for
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stat.ML2022
Semi-supervised Learning on Large Graphs: is Poisson Learning a Game-Changer?
Canh Hao Nguyen
We explain Poisson learning on graph-based semi-supervised learning to see if it could avoid the problem of global information loss problem as Laplace-based learning methods on lar…
stat.ML2021★ 1 cited
On Convex Clustering Solutions
Canh Hao Nguyen, Hiroshi Mamitsuka
Convex clustering is an attractive clustering algorithm with favorable properties such as efficiency and optimality owing to its convex formulation. It is thought to generalize bot…
stat.ML2018★ 18 cited
Learning on Hypergraphs with Sparsity
Canh Hao Nguyen, Hiroshi Mamitsuka
Hypergraph is a general way of representing high-order relations on a set of objects. It is a generalization of graph, in which only pairwise relations can be represented. It finds…