Live
Black Hat USAAI BusinessBlack Hat AsiaAI BusinessFirst-Time Payees, Payouts, and Why Clean Transactions Still Turn Into Fraud LossesDEV CommunityHandling Extreme Class Imbalance in Fraud DetectionDEV CommunityAntropic's Claude Code leaked and Axios NPM InflitrationDEV CommunityReal-Time Fraud Scoring Latency: What 47ms Actually MeansDEV CommunityPause, Save, Resume: The Definitive Guide to StashingDEV CommunitySouth Korean trade data: chip shipments hit a record-high value of $32.83B in March 2026, up 151.4% YoY, pushing total exports to a record $86.13B, up 48.3% YoY (Steven Borowiec/Nikkei Asia)Techmeme5 Rust patterns that replaced my Python scriptsDEV CommunityI automated my entire dev workflow with Claude Code hooksDEV CommunityHugging Face Releases TRL v1.0: A Unified Post-Training Stack for SFT, Reward Modeling, DPO, and GRPO WorkflowsMarkTechPostQ2, Day 1: When Concepts Have to Become CodeDEV CommunityClaude Code source leak reveals how much info Anthropic can hoover up about you and your systemThe Register AI/MLProgress adds AI search & personalisation to Sitefinity - IT Brief AsiaGoogle News: Generative AIBlack Hat USAAI BusinessBlack Hat AsiaAI BusinessFirst-Time Payees, Payouts, and Why Clean Transactions Still Turn Into Fraud LossesDEV CommunityHandling Extreme Class Imbalance in Fraud DetectionDEV CommunityAntropic's Claude Code leaked and Axios NPM InflitrationDEV CommunityReal-Time Fraud Scoring Latency: What 47ms Actually MeansDEV CommunityPause, Save, Resume: The Definitive Guide to StashingDEV CommunitySouth Korean trade data: chip shipments hit a record-high value of $32.83B in March 2026, up 151.4% YoY, pushing total exports to a record $86.13B, up 48.3% YoY (Steven Borowiec/Nikkei Asia)Techmeme5 Rust patterns that replaced my Python scriptsDEV CommunityI automated my entire dev workflow with Claude Code hooksDEV CommunityHugging Face Releases TRL v1.0: A Unified Post-Training Stack for SFT, Reward Modeling, DPO, and GRPO WorkflowsMarkTechPostQ2, Day 1: When Concepts Have to Become CodeDEV CommunityClaude Code source leak reveals how much info Anthropic can hoover up about you and your systemThe Register AI/MLProgress adds AI search & personalisation to Sitefinity - IT Brief AsiaGoogle News: Generative AI

Pattern-Sparse Tree Decompositions in $H$-Minor-Free Graphs

arXiv cs.DSby D\'aniel Marx, Marcin Pilipczuk, Micha{\l} PilipczukApril 1, 20262 min read0 views
Source Quiz

arXiv:2603.29825v1 Announce Type: new Abstract: Given an $H$-minor-free graph $G$ and an integer $k$, our main technical contribution is sampling in randomized polynomial time an induced subgraph $G'$ of $G$ and a tree decomposition of $G'$ of width $\widetilde{O}(k)$ such that for every $Z\subseteq V(G)$ of size $k$, with probability at least $\left(2^{\widetilde{O}(\sqrt{k})}|V(G)|^{O(1)}\right)^{-1}$, we have $Z \subseteq V(G')$ and every bag of the tree decomposition contains at most $\widetilde{O}(\sqrt{k})$ vertices of $Z$. Having such a tree decomposition allows us to solve a wide range of problems in (randomized) time $2^{\widetilde{O}(\sqrt{k})}n^{O(1)}$ where the solution is a pattern $Z$ of size $k$, e.g., Directed $k$-Path, $H$-Packing, etc. In particular, our result recovers a

View PDF HTML (experimental)

Abstract:Given an $H$-minor-free graph $G$ and an integer $k$, our main technical contribution is sampling in randomized polynomial time an induced subgraph $G'$ of $G$ and a tree decomposition of $G'$ of width $\widetilde{O}(k)$ such that for every $Z\subseteq V(G)$ of size $k$, with probability at least $\left(2^{\widetilde{O}(\sqrt{k})}|V(G)|^{O(1)}\right)^{-1}$, we have $Z \subseteq V(G')$ and every bag of the tree decomposition contains at most $\widetilde{O}(\sqrt{k})$ vertices of $Z$. Having such a tree decomposition allows us to solve a wide range of problems in (randomized) time $2^{\widetilde{O}(\sqrt{k})}n^{O(1)}$ where the solution is a pattern $Z$ of size $k$, e.g., Directed $k$-Path, $H$-Packing, etc. In particular, our result recovers all the algorithmic applications of the pattern-covering result of Fomin et al. [SIAM J. Computing 2022] (which requires the pattern to be connected) and the planar subgraph-finding algorithms of Nederlof [STOC 2020]. Furthermore, for $K_{h,3}$-free graphs (which include bounded-genus graphs) and for a fixed constant $d$, we signficantly strengthen the result by ensuring that not only $Z$ has intersection $\widetilde{O}(\sqrt{k})$ with each bag, but even the distance-$d$ neighborhood $N^d_{G}[Z]$ as well. This extension makes it possible to handle a wider range of problems where the neighborhood of the pattern also plays a role in the solution, such as partial domination problems and problems involving distance constraints.

Comments: full version of a STOC 2026 paper

Subjects:

Data Structures and Algorithms (cs.DS); Discrete Mathematics (cs.DM)

Cite as: arXiv:2603.29825 [cs.DS]

(or arXiv:2603.29825v1 [cs.DS] for this version)

https://doi.org/10.48550/arXiv.2603.29825

arXiv-issued DOI via DataCite (pending registration)

Submission history

From: Marcin Pilipczuk [view email] [v1] Tue, 31 Mar 2026 14:47:30 UTC (93 KB)

Was this article helpful?

Sign in to highlight and annotate this article

AI
Ask AI about this article
Powered by AI News Hub · full article context loaded
Ready

Conversation starters

Ask anything about this article…

Daily AI Digest

Get the top 5 AI stories delivered to your inbox every morning.

More about

announceapplicationarxiv

Knowledge Map

Knowledge Map
TopicsEntitiesSource
Pattern-Spa…announceapplicationarxivarXiv cs.DS

Connected Articles — Knowledge Graph

This article is connected to other articles through shared AI topics and tags.

Knowledge Graph100 articles · 325 connections
Scroll to zoom · drag to pan · click to open

Discussion

Sign in to join the discussion

No comments yet — be the first to share your thoughts!

More in Products