Computing exact minimum cuts without knowing the graph

A Rubinstein, T Schramm, SM Weinberg - arxiv preprint arxiv:1711.03165, 2017 - arxiv.org
We give query-efficient algorithms for the global min-cut and the st cut problem in
unweighted, undirected graphs. Our oracle model is inspired by the submodular function …

[HTML][HTML] Reconstructing markov processes from independent and anonymous experiments

S Micali, ZA Zhu - Discrete Applied Mathematics, 2016 - Elsevier
We investigate the problem of exactly reconstructing, with high confidence and up to
isomorphism, the ball of radius r centered at the starting state of a Markov process from …

On the structure of unique shortest paths in graphs

G Bodwin - Proceedings of the Thirtieth Annual ACM-SIAM …, 2019 - SIAM
This paper develops a structural theory of unique shortest paths in real-weighted graphs.
Our main goal is to characterize exactly which sets of node sequences, which we call path …

Graph reconstruction and verification

S Kannan, C Mathieu, H Zhou - ACM Transactions on Algorithms (TALG), 2018 - dl.acm.org
How efficiently can we find an unknown graph using distance or shortest path queries
between its vertices? We assume that the unknown graph G is connected, unweighted, and …

Optimal distance query reconstruction for graphs without long induced cycles

P Bastide, C Groenland - arxiv preprint arxiv:2306.05979, 2023 - arxiv.org
Let $ G=(V, E) $ be an $ n $-vertex connected graph of maximum degree $\Delta $. Given
access to $ V $ and an oracle that given two vertices $ u, v\in V $, returns the shortest path …

Graph reconstruction with a betweenness oracle

M Abrahamsen, G Bodwin, E Rotenberg… - 33rd Symposium on …, 2016 - orbit.dtu.dk
Graph reconstruction algorithms seek to learn a hidden graph by repeatedly querying a
blackbox oracle for information about the graph structure. Perhaps the most well studied and …

Tight query complexity bounds for learning graph partitions

X Liu, S Mukherjee - Conference on Learning Theory, 2022 - proceedings.mlr.press
Given a partition of a graph into connected components, the membership oracle asserts
whether any two vertices of the graph lie in the same component or not. We prove that for …

Learning Hypertrees From Shortest Path Queries

SM Fallat, V Maliuk, SA Mojallal… - … on Algorithmic Learning …, 2024 - proceedings.mlr.press
We consider the problem of learning a labeled hypergraph from a given family of
hypergraphs, using shortest path (SP) queries. An SP query specifies two vertices and asks …

Learning networks from random walk-based node similarities

JG Hoskins, C Musco, C Musco… - arxiv preprint arxiv …, 2018 - arxiv.org
Digital presence in the world of online social media entails significant privacy risks. In this
work we consider a privacy threat to a social network in which an attacker has access to a …

Near-linear query complexity for graph inference

S Kannan, C Mathieu, H Zhou - … , ICALP 2015, Kyoto, Japan, July 6-10 …, 2015 - Springer
How efficiently can we find an unknown graph using distance or shortest path queries
between its vertices? Let G=(V, E) G=(V, E) be a connected, undirected, and unweighted …