When is approximate counting for conjunctive queries tractable?

M Arenas, LA Croquevielle, R Jayaram… - Proceedings of the 53rd …, 2021 - dl.acm.org
Conjunctive queries are one of the most common class of queries used in database
systems, and the best studied in the literature. A seminal result of Grohe, Schwentick, and …

In-database regression in input sparsity time

R Jayaram, A Samadian… - … on Machine Learning, 2021 - proceedings.mlr.press
Sketching is a powerful dimensionality reduction technique for accelerating algorithms for
data analysis. A crucial step in sketching methods is to compute a subspace embedding …

Guaranteeing the O (AGM/OUT) runtime for uniform sampling and size estimation over joins

K Kim, J Ha, G Fletcher, WS Han - … of the 42nd ACM SIGMOD-SIGACT …, 2023 - dl.acm.org
We propose a new method for estimating the number of answers OUT of a small join query
Q in a large database D, and for uniform sampling over joins. Our method is the first to satisfy …

The complexity of pattern counting in directed graphs, parameterised by the outdegree

M Bressan, M Lanzinger, M Roth - Proceedings of the 55th Annual ACM …, 2023 - dl.acm.org
We study the fixed-parameter tractability of the following fundamental problem: given two
directed graphs H→ and G→, count the number of copies of H→ in G→. The standard …

Computing the difference of conjunctive queries efficiently

X Hu, Q Wang - Proceedings of the ACM on Management of Data, 2023 - dl.acm.org
We investigate how to efficiently compute the difference result of two (or multiple)
conjunctive queries, which is the last operator in relational algebra to be unraveled. The …

Answer counting under guarded TGDs

C Feier, C Lutz, M Przybyłko - Logical Methods in Computer …, 2023 - lmcs.episciences.org
We study the complexity of answer counting for ontology-mediated queries and for querying
under constraints, considering conjunctive queries and unions thereof (UCQs) as the query …

Counting Answers to Unions of Conjunctive Queries: Natural Tractability Criteria and Meta-Complexity

J Focke, LA Goldberg, M Roth, S Zivný - … of the ACM on Management of …, 2024 - dl.acm.org
We study the problem of counting answers to unions of conjunctive queries (UCQs) under
structural restrictions on the input query. Concretely, given a class C of UCQs, the problem# …

[PDF][PDF] Counting Solutions to Conjunctive Queries: Structural and Hybrid Tractability

H Chen, G Greco, S Mengel… - arXiv preprint arXiv …, 2023 - researchgate.net
Counting the number of answers to conjunctive queries is a fundamental problem in
databases that, under standard assumptions, does not have an efficient solution. The issue …

[PDF][PDF] Sketching and Sampling Algorithms for High-Dimensional Data.

R Jayaram - 2021 - reports-archive.adm.cs.cmu.edu
Sketching is a powerful technique which compresses high-dimensional datasets into lower-
dimensional sketches, while preserving properties of interest. Sampling is a quintessential …