I recently completed a technical report on tensor decomposition, Empirical Evaluation of Four Tensor Decomposition Algorithms. The tech report has two messages: (1) If you like Singular Value Decomposition, you’re going to love Tucker Decomposition. (2) Many interesting applications involve large tensors. If your application requires large tensors, the tech report includes MATLAB source code that might help you.
Filed under: Computer Science, Semantics | Tagged: data analysis, tensors, text analysis
I’ll read it (with a critical eye) soon!