On the (Non) Injectivity of Piecewise Linear Janossy Pooling

Ilai Reshef, Nadav Dym

Multiset functions, which are functions that map multisets to vectors, are a fundamental tool in the construction of neural networks for multisets and graphs. To guarantee that the…