What is the Counterpart of Gaussian in a Hypergraph with respect to Graph?
In this article, I’d like to explore a counterpart of Gaussian in the hypergraph.
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Multi-class Graph Clustering via Approximated $p$-Resistance (Short Preview of Paper)
In this article, I’d like to preview our recent ICML paper.
Limitation of Effective Resistance in ML and How $p$-Resistance Overcomes the Limitations
In this article, I’d like to explain the limitations of effective resistance in the ML area and how its generalization to $p$ overcomes this problem.
Graph to Effective $p$-resistance, its Approximation, and its Application to Multi-class Clustering
In this article, I’d like to explain some pieces of generalization of effective resistance to $p$-resistance and its approximation.
Effective Resistance and Graph
In this article, I’d like to explain some fun pieces of effective resistance and graph. In a recent paper, I did some research on effective resistance. Howev...
Limitation of graph $p$-Laplacian for multi-class graph clustering
In this article, I’d like to explain some practical limitations of the graph $p$-Laplacian for multi-class graph clustering.