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Scalable Sparse Topologies with Small Spectrum
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由 R Elsässer 著作2001被引用 7 次 — Graphs with small spectra exhibit many symmetry properties and are well suited as interconnection topologies. Es- pecially load balancing can be done on such ...
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In this paper we are interested in graphs with maximal degree O(log n), where n is the number of vertices, and with a small number of distinct eigenvalues. Our ...
Scalable Sparse Topologies with Small Spectrum
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Abstract. One of the fundamental properties of a graph is the number of distinct eigenvalues of its adjacency or Laplacian matrix.
Sparse topologies with small spectrum size
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由 R Elsässer 著作2003被引用 18 次 — Sparse graphs with small spectra exhibit excellent structural properties and can act as interconnection topologies.
(PDF) Sparse topologies with small spectrum size
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2024年10月22日 — Sparse graphs with small spectra exhibit excellent structural properties and can act as interconnection topologies. In this paper, for any n we ...
Sparse topologies with small spectrum size
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由 R Elsässer 著作2003被引用 18 次 — In this paper, we focus our attention on scalable families of sparse graphs (maximal vertex degree O(log n) where n is the number of vertices) with small ...
Understanding Sparse Neural Networks from their ...
arXiv
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arXiv
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Pruning-at-Initialization (PaI) algorithms provide Sparse Neural Networks (SNNs) which are computationally more efficient than their dense counterparts, ...
Complex networks: Small-world, scale-free and beyond
City University of Hong Kong
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City University of Hong Kong
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由 XF Wang 著作被引用 1896 次 — In the past few years, the discovery of small-world and scale-free properties of many natural and artificial complex networks has stimulated a great deal.
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Improving Multi-Agent Debate with Sparse Communication ...
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2024年6月17日 — Multi-agent debates leveraging sparse communication topology can achieve comparable or superior performance while significantly reducing computational costs.