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Jiao-Jiao Jiang

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Preprint Aug 2026

Matched Excess-Outranker Regularization for Candidate-Set Interference in Continual Knowledge Graph Embedding

This work introduces Matched Excess-Outranker Regularization (MEOR), a host-level objective that compares smooth answer-relative newcomer pressure with score-blind, structurally matched old references and establishes candidate admission as a distinct source of continual rank loss.

Hao Ren, Jun-Bin Gao, Jiao-Jiao Jiang · 0 citations
#machine learning Preprint Sep 2026

Nearly Tight Rademacher Bounds for Sparsely Activated Neural Networks

A spherical-cap construction proves the latter claim without assuming sparsity merely on the sampling support without assuming sparsity merely on the sampling support, and obtains agnostic minimax excess-risk bounds of order up to logarithms.

Xiao-Yu Li, Zhizhou Sha, Jiao-Jiao Jiang et al. · 0 citations

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