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WebDownload scientific diagram An (1=2; 3=2; 3;8)-expander. The set of neighbors of X = f2; 3; 8g is f1; 2; 3;4;6; 7g. The expansion of X is 2. The eigenvalues of the adjacency matrix are f3; p 5 ... WebJun 1, 2024 · The kNN-based approach weights the intermediate candidate expansion terms with cosine similarity and selects the top k nearest neighbor candidate expansion terms. It establishes a term-term correlation among the candidate expansion terms so that the most relevant expansion terms can be chosen. WebRandom graphs expand losslessly, i.e. they achieve the best unique-neighbor expansion possible. For example, all small sets S in a random d-regular graph have roughly (d … rooms to go chat online