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ISNN
2007
Springer
16 years 1 days 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 10 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 10 months ago
Lattice Independent Component Analysis for fMRI Analysis
Manuel Graña, Maite García-Sebasti&a...
CORR
2012
Springer
209views Education» more  CORR 2012»
14 years 1 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