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[2604.26993] State-Dependent Lyapunov Analysis of Rank-1 Matrix Factorization

2026年4月28日 - View PDFHTML (experimental)Abstract:We study gradient descent for rank-1 matrix factorization through a state-dependent Lyapunov perspective...
arxiv.org

[2605.26484] Extra-Merge: Tracing the Rank-1 Subspace of Model Merging in Language Model Pre-Training

2026年5月26日 - View PDFHTML (experimental)Abstract:Model merging has emerged as a lightweight paradigm for enhancing Large Language Models (LLMs), yet its ...
arxiv.org

[2604.26993v1] State-Dependent Lyapunov Method for Rank-1 Matrix Factorization

2026年4月28日 - View PDFHTML (experimental)Abstract:We study gradient descent for rank-1 matrix factorization through a certificate-based viewpoint. The cen...
arxiv.org

[2606.08871] Fourier Neural Operators with rank-1 lattice points and hyperbolic cross

2026年6月7日 - we prove that the generalization error of the FNO can be improved by replacing spatial tensor product grids with purpose-built rank-1 lattic...
arxiv.org

[2607.12903] Rank-1 Identity Consensus Predicts Gallery Enrollment in 1:N Face Matching More Accurately than Score Thresholding

2026年7月14日 - the only method based on rank consensus across multiple independently trained matchers: a probe is labeled MP if all matchers return the sam...
arxiv.org

[2605.14365] LoMETab: Beyond Rank-1 Ensembles for Tabular Deep Learning

2026年5月14日 - a rank-$r$ generalization of multiplicative implicit ensembles. LoMETab lifts the rank-1 BatchEnsemble/TabM modulation to a rank-$r$ identit...
arxiv.org

[2605.16362v1] When Is Rank-1 Steering Cheap? Geometry, Granularity, and Budgeted Search

2026年5月9日 - We formalize rank-1 steering as a budget-constrained optimization over intervention layer and coefficient. Across concepts and model familie...
arxiv.org

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