Multiplicative separability of the positive linear functional contrast
Multiplicative separability of the positive linear functional contrast
Let be a real-valued positive definite operator representing an attribute, let represent the action of a mechanism, and let be a unitary operator diagonalizing . Let be the generic subgroup of operators, and define the positive linear functional contrast by
where is the identity operator. The action is , where denotes complex conjugation.
Multiplicative separability conjecture. For all positive definite attributes , whenever belongs to , the contrast is multiplicatively separable and
Such a multiplicative form for the contrast would support the derivation of a forward-backward inequality under one additional assumption. The source does not provide evidence that the conjecture has been resolved.
Sources & referencesView supporting material
Primary source
Michel Besserve, Naji Shajarisales, Bernhard Schölkopf and Dominik Janzing, “Group invariance principles for causal generative models”, arXiv:1705.02212 (2017).
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