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ISBN 9783030309411 9783030309428 · 2021 · DOI 10.1007/978-3-030-30942-8

1 Pith paper cite this work. Polarity classification is still indexing.

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fields

cs.LG 1

years

2026 1

verdicts

UNVERDICTED 1

representative citing papers

Characterizing the Discrete Geometry of ReLU Networks

cs.LG · 2026-06-05 · unverdicted · novelty 7.0

Proves that the connectivity graph of linear regions in fully-connected ReLU networks has average degree ≤ 2×input dimension and diameter bounded independently of input dimension.

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  • Characterizing the Discrete Geometry of ReLU Networks cs.LG · 2026-06-05 · unverdicted · none · ref 10

    Proves that the connectivity graph of linear regions in fully-connected ReLU networks has average degree ≤ 2×input dimension and diameter bounded independently of input dimension.