IVR regularizer shrinks intermediate variables in tensor-decomposition KGC models and improves MRR on three benchmarks, but its stated trace-norm upper bound is false for the alpha>2 settings used by most models.
Decompositions of a higher-order tensor in block terms—part i: Lemmas for partitioned matrices
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Knowledge Graph Completion by Intermediate Variables Regularization
IVR regularizer shrinks intermediate variables in tensor-decomposition KGC models and improves MRR on three benchmarks, but its stated trace-norm upper bound is false for the alpha>2 settings used by most models.