Tensor denoising with trend filtering

Francesco Ortelli, Sara van de Geer

We extend the notion of trend filtering to tensors by considering the $k^{\mathrm{th}}$-order Vitali variation, a discretized version of the integral of the absolute value of the $k^{\r…