Higher-dimensional density conjecture for Hessian-Schatten variation
Let , let , and consider functions with bounded Hessian--Schatten variation, together with the class of continuous piecewise-linear functions. Higher-dimensional density conjecture. The density result of Theorem 1 remains valid when the input domain is chosen to be any -dimensional hypercube, namely, . Thus, in the corresponding higher-dimensional setting, functions should be dense in the Hessian--Schatten energy with respect to the topology and energy convergence asserted in the theorem. The two-dimensional theorem establishes this density result for and Schatten parameter ; the source reports that Sergio Conti announced a proof of the conjecture, so the proposed extension is considered resolved.
References
Primary source
Luigi Ambrosio, Shayan Aziznejad, Camillo Brena and Michael Unser, “Linear Inverse Problems with Hessian-Schatten Total Variation”, arXiv:2210.04077 (2022).
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