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Comparing mapper graphs of artificial neuron activations

5 Pith papers cite this work, alongside 7 external citations. Polarity classification is still indexing.

5 Pith papers citing it
7 external citations · external index

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2026 4 2025 1

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A Spectral Framework for Multi-Scale Nonlinear Dimensionality Reduction

cs.LG · 2026-04-02 · unverdicted · novelty 6.0

A spectral framework for nonlinear DR uses spectral bases plus cross-entropy optimization to create multi-scale embeddings that preserve both global manifold geometry and local neighborhoods while supporting graph-frequency analysis.

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