CLR, 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 ...