"neural network depth" Papers

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Depth-Bounds for Neural Networks via the Braid Arrangement

Moritz Grillo, Christoph Hertrich, Georg Loho

NeurIPS 2025oralarXiv:2502.09324
7
citations

What Can Transformer Learn with Varying Depth? Case Studies on Sequence Learning Tasks

Xingwu Chen, Difan Zou

ICML 2024poster