89 citations · 289 across the 16 of their papers we have counts for
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cs.AI2014★ 3 cited
On tensor rank of conditional probability tables in Bayesian networks
Jiří Vomlel, Petr Tichavský
A difficult task in modeling with Bayesian networks is the elicitation of numerical parameters of Bayesian networks. A large number of parameters is needed to specify a conditional…
math.NA2014
Non-Orthogonal Tensor Diagonalization
Petr Tichavsky, Anh Huy Phan, Andrzej Cichocki
Tensor diagonalization means transforming a given tensor to an exactly or nearly diagonal form through multiplying the tensor by non-orthogonal invertible matrices along selected d…