Alistair Shilton

Researcher, Deakin University

1 paper at NeurIPS 2025

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Poster Session 2

1 paper

Wednesday, December 3, 2025 · 4:30 PM → 7:30 PM

Exhibit Hall C,D,E

Reproducing Kernel Banach Space Models for Neural Networks with Application to Rademacher Complexity Analysis

#3912 · Alistair Shilton, Sunil Gupta, Santu Rana, Svetha Venkatesh

We construct an exact RKBS model for neural networks with arbitrary width, depth and topology and use this model to derive tight bounds on Rademacher complexity.