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cs.DS2023
Random Projections of Sparse Adjacency Matrices
Frank Qiu
We analyze a random projection method for adjacency matrices, studying its utility in representing sparse graphs. We show that these random projections retain the functionality of…
stat.ML2023
Tensor Products and Hyperdimensional Computing
Frank Qiu
Following up on a previous analysis of graph embeddings, we generalize and expand some results to the general setting of vector symbolic architectures (VSA) and hyperdimensional co…