Binary Matrix Factorization with Applications Chinese Academy of Sciences Chinese Academy of SciencesZhang, ZhongyuanDing, Chris
in the following texts for concision. fig. 1 a toy mda example for matrix completion. the left matrix is an observed matrix, in which x ij are the observed mda entries and ‘?‘s denote the unobserved microbe-disease pairs. the right matrix is the expected matrix with fully observed ...
Standard factorizationBinary matrixDe Bruijn matrixIsomorphismIn this paper, we consider the problem of factorizing the n 脳 n matrix J n of all ones into the n 脳 n binary matrices. We show that under some conditions on the factors, these are isomorphic to a row permutation of a De ...
For efficient and precise comparison of graphlets derived from scenic images that come with imprecise image tags, we developed a binarized matrix factorization (MF)36-based deep hashing technique tailored to effectively manage label inaccuracies. This approach maintains the critical integer characteristics...
Compute the Permanent of a Matrix with Ryser's algorithm Thepermanentof a Matrix is similar to the determinant, but in the definition the signatures of the permutations are ignored. Ryser's algorithm is an efficient method for computing the permanent. ...
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Ever since the pioneering work of compressed sensing (CS) [1], it has garnered significant attention and found widespread applications. Mathematically, CS involves obtaining infinite-precision real-valued measurement y=Φx of a sparse signal x∈Rn via a measurement matrix Φ∈Rm×n satisfying m...
[7] to analyze the convergence and smoothness of the curves and surfaces generated by linear uniform refinement schemes. This method requires the subdivision mask and factorization of the Laurent polynomial of the given refinement scheme. The Laurent polynomial method with several modifications was used...
Liang N, Yang Z, Li Z, Xie S, Su C-Y (2020) Semi-supervised multi-view clustering with graph-regularized partially shared non-negative matrix factorization. Knowl-Based Syst 190:105185 Article Google Scholar Bai L, Liang J, Cao F (2020) Semi-supervised clustering with constraints of diff...
Zhang, “Binary matrix factorization with applications”, Proceedings of the 2007 Seventh IEEE International Conference on Data Mining, pp. 391-400, 2007 (Year: 2007). Attorney, Agent or Firm: Alliance IP, LLC - I Claims: What is claimed is: 1. A processor, comprising: decode circuitry to...