Exponential Separations in Symmetric Neural Networks

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Exponential Separations in Symmetric Neural Networks

2 June 2022

Joan Bruna

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Papers citing "Exponential Separations in Symmetric Neural Networks"

7 / 7 papers shown

Title
On the (Non) Injectivity of Piecewise Linear Janossy Pooling Ilai Reshef Nadav Dym 50 0 0 26 May 2025
Symmetric Single Index Learning Aaron Zweig Joan Bruna MLT 64 4 0 03 Oct 2023
Polynomial Width is Sufficient for Set Representation with High-dimensional Features Peihao Wang Shenghao Yang Shu Li Zhangyang Wang Pan Li 109 4 0 08 Jul 2023
Representational Strengths and Limitations of Transformers Clayton Sanford Daniel J. Hsu Matus Telgarsky 76 93 0 05 Jun 2023
On the Connection Between MPNN and Graph Transformer Chen Cai Truong-Son Hy Rose Yu Yusu Wang 113 55 0 27 Jan 2023
PELICAN: Permutation Equivariant and Lorentz Invariant or Covariant Aggregator Network for Particle Physics A. Bogatskiy Timothy Hoffman David W. Miller Jan T. Offermann 85 31 0 01 Nov 2022
Towards Antisymmetric Neural Ansatz Separation Aaron Zweig Joan Bruna 72 4 0 05 Aug 2022