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ISNN
2007
Springer
15 years 8 months ago
Regularized Alternating Least Squares Algorithms for Non-negative Matrix/Tensor Factorization
Nonnegative Matrix and Tensor Factorization (NMF/NTF) and Sparse Component Analysis (SCA) have already found many potential applications, especially in multi-way Blind Source Separ...
Andrzej Cichocki, Rafal Zdunek
ARTS
1999
Springer
15 years 6 months ago
Quantitative Program Logic and Performance in Probabilistic Distributed Algorithms
In this paper we show how quantitative program logic [14] provides a formal framework in which to promote standard techniques of program analysis to a context where probability and...
Annabelle McIver
ICANN
2009
Springer
15 years 7 months ago
Lattice Independent Component Analysis for fMRI Analysis
Manuel Graña, Maite García-Sebasti&a...
CORR
2012
Springer
209views Education» more  CORR 2012»
13 years 10 months ago
Densest Subgraph in Streaming and MapReduce
The problem of finding locally dense components of a graph is an important primitive in data analysis, with wide-ranging applications from community mining to spam detection and ...
Bahman Bahmani, Ravi Kumar, Sergei Vassilvitskii