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Testing properties of trees in graphical models with covariance queries

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arXiv:2605. 15996v1 Announce Type: new Abstract: We consider the problem of testing properties of graphs underlying high-dimensional graphical models.

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Authors: Sofiya Burova, Francisco Calvillo, G\'abor Lugosi, Piotr Zwiernik
Released: 2026-05-18 (2mo ago)
Topic: Related to current project
Relation to my work: Read next because Testing properties of trees in graphical models with covariance queries overlaps with clean result "Language-mismatch LoRA SFT on Qwen2.5-7B leaks the trained completion language into bystander directives the model was never trained on, absent under same-language SFT (LOW confidence)", experiment "Test FR↔IT bystander-spill symmetry at multi-seed + 5 phrasings — pooled-rate vs per-phrasing asymmetry from #239 fact-check", experiment "Language-mismatch LoRA SFT on Qwen2.5-7B leaks the trained completion language into bystander directives the model was never trained on, absent under same-language SFT (LOW confidence)". Matching terms: under, test, model. Source: arxiv stat.ML (Machine Learning).
arXiv: 2605.15996

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