Author

Assaf Shocher

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#machine learning Feb 2026

Pseudo-Invertible Neural Networks

This paper proposes a natural generalization of PInv to the nonlinear regime in general and to neural networks in particular, and introduces Surjective Pseudo-invertible Neural Networks (SPNN), a class of architectures explicitly designed to admit a tractable non-linear PInv.

Yamit Ehrlich, Nimrod Berman, Assaf Shocher · arXiv.org · 1 citation