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Contrastive Learning Gains with Graph-Based ApproachCLR, a novel contrastive learning method using graph-based sample relationships. This approach outperformed traditional ...
Abstract. In this paper, we investigate the spectral properties of the adjacency and the Laplacian matrices of random graphs. We prove that: (i) the law of large numbers for the spectral norms and the ...
Sayan Chakraborty, Arnab Bhattacharjee, Taps Maiti, Structural Factorization of Latent Adjacency Matrix, with an application to Auto Industry Networks, Sankhyā: The Indian Journal of Statistics, ...
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