Author

De-Yu Meng

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Preprint Oct 2026

Exact Endpoint Asymptotics and Almost-Sure Limits for Uniform Empirical Measures in Two Dimensions

For the empirical measure of the first $n$ points of one infinite sequence of independent uniform samples in the unit square, we identify the leading constant in the bounded-Lipschitz distance to area measure, equivalently in $W_1$, both in expectation and almost surely along all sample sizes. The constant is $c_*=\kap...

Wei-Tao Huang, Ren-Zhen Wang, Yichen Wu et al. · 0 citations

Preprint Oct 2026

FisherEdit: Fisher Information Guided Knowledge Editing for Large Language Models

FisherEdit is proposed, a theoretically grounded method built on Fisher geometry, which replaces coarse activation-space projections with importance-aware regularization in parameter space and achieves state-of-the-art performance while better preserving model stability and downstream task accuracy.

Yi-Zhou Yang, Jia-Hong Fu, Zhi-Wu Wang et al. · 0 citations