The Graphon Limit Hypothesis: Understanding Neural Network Pruning via Infinite Width Analysis

NeurIPSSpotlight2025

Authors
Hoang Pham, The-Anh Ta, Tom Jacobs, Rebekka Burkholz, Long Tran-Thanh
Venue
NeurIPS 2025
Track
Spotlight

TL;DR

Sparse neural networks promise efficiency, yet training them effectively remains a fundamental challenge…

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Topics

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