Audenaert–Datta conjecture on joint convexity of an α-z trace functional

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Let MN\mathcal M_N denote the set of complex N×NN\times N matrices and PN\mathcal P_N the subset of positive definite matrices. For p,q∈Rp,q\in\mathbb R and K∈MNK\in\mathcal M_N, consider the map

PN×PN∋(A,B)↦Tr⁡(Bq/2K∗ApKBq/2)1/(p+q).\mathcal P_N\times\mathcal P_N\ni(A,B)\mapsto\operatorname{Tr}\left(B^{q/2}K^*A^pKB^{q/2}\right)^{1/(p+q)}.

Audenaert–Datta conjecture. If 1≤p≤21\leq p\leq2 and −1≤q<0-1\leq q<0, then this map is jointly convex. The conjecture specifies the parameter regime in which the trace functional underlying the α−z\alpha-z Rényi entropies has the required convexity.

References

Primary source

Eric A. Carlen, Rupert L. Frank and Elliott H. Lieb, “Inequalities for quantum divergences and the Audenaert-Datta conjecture”, arXiv:1806.03985 (2018).

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