On Concentration Inequality of the Laplacian Matrix of Erdős-Rényi Graphs [PDF]
Yiming Chen, Xiao‐Min Hu, Pengtao Li
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Cramer-Rao Bounds for Laplacian Matrix Estimation
In this paper, we analyze the performance of the estimation of Laplacian matrices under general observation models. Laplacian matrix estimation involves structural constraints, including symmetry and null-space properties, along with matrix sparsity.
Halihal, Morad +2 more
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Joint Nonnegative Matrix Factorization Based on Sparse and Graph Laplacian Regularization for Clustering and Co-Differential Expression Genes Analysis [PDF]
, 2020 Ling-Yun Dai, Rong Zhu, Juan Wang
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Spectral properties of the Laplacian and random matrix theories
, 1984 O. Bohigas, M.J. Giannoni, C. Schmit
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matrixLaplacian: Normalized Laplacian Matrix and Laplacian Map [PDF]
, 2016 Tianhao Wu
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e-Adjacency matrix and e-Laplacian matrix of semigraph
Journal of Mathematical and Computational Science, 2020 openaire +1 more source
Integrating Multi-Source Directed Gene Networks and Multi-Omics Data to Identify Cancer Driver Genes Based on Graph Neural Networks. [PDF]
Int J Mol SciJiang Y, Liu Y, Qi R, Li S, Zhang T.
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LONMF: a non-negative matrix factorization model based on graph Laplacian and optimal transmission for paired single-cell multi-omics data integration. [PDF]
BMC BioinformaticsNan M +6 more
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