Generalized self-concordance of the log trace-inverse function

Let p>0p>0, let XX range over a subset of the positive-definite cone, and define

k(X)=log(Tr(Xp)).k(X)=\log\left(\operatorname{Tr}\left(X^{-p}\right)\right).

Log trace-inverse self-concordance conjecture. The function k(X)k(X) is (ν,M)(\nu,M)-generalized self-concordant for some ν[2,3]\nu\in[2,3] and M>0M>0 on some subset of the positive-definite cone. The source says that computational experiments strongly suggest this property, while noting that the preceding proof for the nonlogarithmic A-criterion does not translate to the log variant.

Sources & referencesView supporting material

Primary source

Deborah Hendrych, Mathieu Besançon and Sebastian Pokutta, “Solving the Optimal Experiment Design Problem with Mixed-Integer Convex Methods”, arXiv:2312.11200 (2025).

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