Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Some Convergence Results on the Regularized Alternating Least-Squares
  Method for Tensor Decomposition   We study the convergence of the Regularized Alternating Least-Squares
algorithm for tensor decompositions. As a main result, we have shown that given
the existence of critical points of the Alternating Least-Squares method, the
limit points of the converging subsequences of the RALS are the critical points
of the least squares cost functional. Some numerical examples indicate a faster
convergence rate for the RALS in comparison to the usual alternating least
squares method.

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The categories of this paper are: gr-qc
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The categories of this paper are: math-ph
36
The categories of this paper are: cmp-lg
10
The categories of this paper are: q-bio
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The categories of this paper are: adap-org
35
The categories of this paper are: mtrl-th
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The categories of this paper are: hep-th
0
The categories of this paper are: hep-ph
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The categories of this paper are: plasm-ph
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The categories of this paper are: alg-geom
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The categories of this paper are: econ
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The categories of this paper are: nlin
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The categories of this paper are: q-fin
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The categories of this paper are: comp-gas
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The categories of this paper are: stat
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The categories of this paper are: cond-mat