When is approximate counting for conjunctive queries tractable?
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 …
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 …
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
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 …
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
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 …
directed graphs H→ and G→, count the number of copies of H→ in G→. The standard …
Computing the difference of conjunctive queries efficiently
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 …
conjunctive queries, which is the last operator in relational algebra to be unraveled. The …
Answer counting under guarded TGDs
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 …
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
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# …
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 …
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 …
dimensional sketches, while preserving properties of interest. Sampling is a quintessential …