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Stability and Generalization of Hypergraph Collaborative Networks
Michael K. Ng
, Hanrui Wu
, Andy Yip
*
*
Corresponding author for this work
Department of Mathematics
Research output
:
Contribution to journal
›
Journal article
›
peer-review
4
Citations (Scopus)
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Dive into the research topics of 'Stability and Generalization of Hypergraph Collaborative Networks'. Together they form a unique fingerprint.
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Engineering
Experimental Result
100%
Joints (Structural Components)
100%
Optimisation Problem
100%
Illustrates
100%
Learning Task
100%
Core Layer
100%
Computer Science
Graph Neural Network
100%
Hypergraph Neural Network
100%
Experimental Result
50%
Semisupervised Learning
50%
Optimization Problem
50%
Learning Process
50%
Hyperedges
50%
Algorithmic Stability
50%
Keyphrases
Collaborative Networks
100%
Hypergraph
100%
Graph Neural Network
40%
Hypergraph Neural Network
40%
Semi-supervised Learning
20%
Pairwise Relation
20%
Learning Process
20%
Learning Task
20%
Joint Optimization Problem
20%
Algorithmic Stability
20%
Uniform Stability
20%
Generalization Guarantees
20%
Hyperedge Embedding
20%
Vertex Embedding
20%