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Formalizing the Intrinsic Dimension of Objective Landscapes by a Generalized Notion of Co-dimension

arXiv:2610.39674v1 Announce Type: new Abstract: In this work, we formalize the concept of intrinsic dimension of objective landscapes introduced in Li et al. (2018), which measures the structural complexity of learning problems by training along randomly generated subspaces. We define the intrinsic…

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  1. 2026-10-30 04:00 · arXiv stat.ML
    Formalizing the Intrinsic Dimension of Objective Landscapes by a Generalized Notion of Co-dimension

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