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SIAMMAX
2010
164views more  SIAMMAX 2010»
15 years 1 months ago
Uniqueness of Low-Rank Matrix Completion by Rigidity Theory
The problem of completing a low-rank matrix from a subset of its entries is often encountered in the analysis of incomplete data sets exhibiting an underlying factor model with app...
Amit Singer, Mihai Cucuringu
SIAMMAX
2010
224views more  SIAMMAX 2010»
15 years 1 months ago
Robust Approximate Cholesky Factorization of Rank-Structured Symmetric Positive Definite Matrices
Abstract. Given a symmetric positive definite matrix A, we compute a structured approximate Cholesky factorization A RT R up to any desired accuracy, where R is an upper triangula...
Jianlin Xia, Ming Gu
WSDM
2009
ACM
113views Data Mining» more  WSDM 2009»
16 years 1 months ago
Camera brand congruence in the Flickr social graph
Adish Singla, Ingmar Weber
ICDM
2008
IEEE
127views Data Mining» more  ICDM 2008»
16 years 1 months ago
Frequent Subgraph Retrieval in Geometric Graph Databases
Sebastian Nowozin, Koji Tsuda