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PreprintCC BY 4.0arXiv

Optimal Bounds on Spanning Tree Embeddings

Abstract

We prove that the number of labelled embeddings of any n-vertex tree T into an n-vertex graph G of maximum degree d satisfies inj(T,G) ≤ (d/e)n exp(od(1) n). The bound is sharp up to determining od(1), even for paths, and the dependence of the error exp(od(1)n) on d is necessary. As an immediate corollary, we obtain an optimal anticoncentration bound for the isomorphism class of a uniformly random spanning tree in a connected d-regular graph, answering a conjecture of H. Lee. The proof combines Brégman's inequality with entropy methods.

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BibTeX
@misc{beke2026optimal,
  title = {{Optimal Bounds on Spanning Tree Embeddings}},
  author = {Csongor Beke and Vladimir Bošković and Nina Kamčev and Yiting Wang},
  howpublished = {arXiv},
  year = {2026},
  month = oct,
  doi = {10.48550/arxiv.2610.08362},
  eprint = {2610.08362},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2610.08362},
  note = {CC BY 4.0},
}
RIS
TY  - UNPB
TI  - Optimal Bounds on Spanning Tree Embeddings
AU  - Csongor Beke
AU  - Vladimir Bošković
AU  - Nina Kamčev
AU  - Yiting Wang
PY  - 2026
DA  - 2026/10/06
PB  - arXiv
DO  - 10.48550/arxiv.2610.08362
UR  - https://arxiv.org/abs/2610.08362
AB  - We prove that the number of labelled embeddings of any n-vertex tree T into an n-vertex graph G of maximum degree d satisfies inj(T,G) ≤ (d/e)^n exp(o_d(1) n). The bound is sharp up to determining o_d(1), even for paths, and the dependence of the error exp(o_d(1)n) on d is necessary. As an immediate corollary, we obtain an optimal anticoncentration bound for the isomorphism class of a uniformly random spanning tree in a connected d-regular graph, answering a conjecture of H. Lee. The proof combines Brégman's inequality with entropy methods.
ER  -