Lobet, Corentin; Chiaromonte, Francesca - 2026
As artificial intelligence increasingly drives critical decisions, the ability to genuinely explain how neural networks … Pointwise-interpretable Networks (PiNets), a pseudo-linear architecture that forms linear models instance-wise. Evaluated on …