Table 2:
Symbol | Definition |
---|---|
, X, x, x | Tensor, Matrix, Column Vector, Scalar |
X(n) | n-mode matricization of a tensor |
X(r, :) | rth row of X |
X(:, r) | rth column of X |
A(n) | nth factor matrix |
‖a‖2, ‖A‖F | l2 norm, Frobenius norm |
* | Hadamard (elementwise) product |
○ | outer product |
⊗ | Kronecker product |
⊙ | Khatri-Rao product (column-wise ⊗) |