Compositionality Unlocks Deep Interpretable Models

Thomas Dooms, Ward Gauderis, Geraint A. Wiggins +1

We propose $\chi$-net, an intrinsically interpretable architecture combining the compositional multilinear structure of tensor networks with the expressivity and efficiency of deep ne…