Dan Olteanu

Orcid: 0000-0002-4682-7068

Affiliations:
  • University of Zurich, Switzerland
  • University of Oxford, UK (former)


According to our database1, Dan Olteanu authored at least 111 papers between 2000 and 2023.

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Bibliography

2023
Report on the Workshop on Factorized Databases.
SIGMOD Rec., June, 2023

ADOPT: Adaptively Optimizing Attribute Orders for Worst-Case Optimal Join Algorithms via Reinforcement Learning.
Proc. VLDB Endow., 2023

Demonstrating ADOPT: Adaptively Optimizing Attribute Orders for Worst-Case Optimal Joins via Reinforcement Learning.
Proc. VLDB Endow., 2023

Trade-offs in Static and Dynamic Evaluation of Hierarchical Queries.
Log. Methods Comput. Sci., 2023

Insert-Only versus Insert-Delete in Dynamic Query Evaluation.
CoRR, 2023

Banzhaf Values for Facts in Query Answering.
CoRR, 2023

From Shapley Value to Model Counting and Back.
CoRR, 2023

Join Size Bounds using Lp-Norms on Degree Sequences.
CoRR, 2023

CHORUS: Foundation Models for Unified Data Discovery and Exploration.
CoRR, 2023

F-IVM: Analytics over Relational Databases under Updates.
CoRR, 2023

Conjunctive Queries with Free Access Patterns Under Updates.
Proceedings of the 26th International Conference on Database Theory, 2023

Evaluation Trade-Offs for Acyclic Conjunctive Queries.
Proceedings of the 31st EACSL Annual Conference on Computer Science Logic, 2023

2022
Functional collection programming with semi-ring dictionaries.
Proc. ACM Program. Lang., 2022

Conjunctive Queries with Output Access Patterns under Updates.
CoRR, 2022

Givens QR Decomposition over Relational Databases.
Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

The Complexity of Boolean Conjunctive Queries with Intersection Joins.
Proceedings of the PODS '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

2021
Technical Perspective: Probabilistic Data with Continuous Distributions.
SIGMOD Rec., 2021

An Intermediate Representation for Hybrid Database and Machine Learning Workloads.
Proc. VLDB Endow., 2021

Machine learning over static and dynamic relational data.
Proceedings of the 15th ACM International Conference on Distributed and Event-based Systems, 2021

2020
Learning Models over Relational Data Using Sparse Tensors and Functional Dependencies.
ACM Trans. Database Syst., 2020

Functional Aggregate Queries with Additive Inequalities.
ACM Trans. Database Syst., 2020

Maintaining Triangle Queries under Updates.
ACM Trans. Database Syst., 2020

LMFAO: An Engine for Batches of Group-By Aggregates.
Proc. VLDB Endow., 2020

The Relational Data Borg is Learning.
Proc. VLDB Endow., 2020

F-IVM: Learning over Fast-Evolving Relational Data.
Proceedings of the 2020 International Conference on Management of Data, 2020

Multi-layer optimizations for end-to-end data analytics.
Proceedings of the CGO '20: 18th ACM/IEEE International Symposium on Code Generation and Optimization, 2020

Rk-means: Fast Clustering for Relational Data.
Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2019
Learning Models over Relational Data: A Brief Tutorial.
Proceedings of the Scalable Uncertainty Management - 13th International Conference, 2019

A Layered Aggregate Engine for Analytics Workloads.
Proceedings of the 2019 International Conference on Management of Data, 2019

Learning Models over Relational Databases (Invited Talk).
Proceedings of the 22nd International Conference on Database Theory, 2019

Boolean Tensor Decomposition for Conjunctive Queries with Negation.
Proceedings of the 22nd International Conference on Database Theory, 2019

Counting Triangles under Updates in Worst-Case Optimal Time.
Proceedings of the 22nd International Conference on Database Theory, 2019

2018
Query Processing over Uncertain Data.
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Uncertain Data Models.
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Incremental View Maintenance with Triple Lock Factorization Benefits.
Proceedings of the 2018 International Conference on Management of Data, 2018

AC/DC: In-Database Learning Thunderstruck.
Proceedings of the Second Workshop on Data Management for End-To-End Machine Learning, 2018

In-Database Learning with Sparse Tensors.
Proceedings of the 37th ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of Database Systems, 2018

Covers of Query Results.
Proceedings of the 21st International Conference on Database Theory, 2018

Incremental Techniques for Large-Scale Dynamic Query Processing.
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

Towards Deterministic Decomposable Circuits for Safe Queries.
Proceedings of the 12th Alberto Mendelzon International Workshop on Foundations of Data Management, 2018

Counting Triangles under Updates.
Proceedings of the 12th Alberto Mendelzon International Workshop on Foundations of Data Management, 2018

2017
Declarative Probabilistic Programming with Datalog.
ACM Trans. Database Syst., 2017

Technical Perspective: Juggling Functions Inside a Database.
SIGMOD Rec., 2017

Special issue on in-database analytics.
Distributed Parallel Databases, 2017

Incremental Maintenance of Regression Models over Joins.
CoRR, 2017

In-Database Factorized Learning.
Proceedings of the 11th Alberto Mendelzon International Workshop on Foundations of Data Management and the Web, 2017

2016
ENFrame: A Framework for Processing Probabilistic Data.
ACM Trans. Database Syst., 2016

Dichotomies for Queries with Negation in Probabilistic Databases.
ACM Trans. Database Syst., 2016

Factorized Databases.
SIGMOD Rec., 2016

F: Regression Models over Factorized Views.
Proc. VLDB Endow., 2016

Learning Linear Regression Models over Factorized Joins.
Proceedings of the 2016 International Conference on Management of Data, 2016

Factorized Databases: A Knowledge Compilation Perspective.
Proceedings of the Beyond NP, 2016

2015
Size Bounds for Factorised Representations of Query Results.
ACM Trans. Database Syst., 2015

Live Programming in the LogicBlox System: A MetaLogiQL Approach.
Proc. VLDB Endow., 2015

Design and Implementation of the LogicBlox System.
Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015

Factorized Databases: Past and Future Past.
Proceedings of the 9th Alberto Mendelzon International Workshop on Foundations of Data Management, Lima, Peru, May 6, 2015

PPDL: Probabilistic Programming with Datalog.
Proceedings of the 9th Alberto Mendelzon International Workshop on Foundations of Data Management, Lima, Peru, May 6, 2015

2014
Probabilistic Data Programming with ENFrame.
IEEE Data Eng. Bull., 2014

Declarative Statistical Modeling with Datalog.
CoRR, 2014

A dichotomy for non-repeating queries with negation in probabilistic databases.
Proceedings of the 33rd ACM SIGMOD-SIGACT-SIGART Symposium on Principles of Database Systems, 2014

ENFrame: A Platform for Processing Probabilistic Data.
Proceedings of the 17th International Conference on Extending Database Technology, 2014

Parallel OWL 2 RL Materialisation in Centralised, Main-Memory RDF Systems.
Proceedings of the Informal Proceedings of the 27th International Workshop on Description Logics, 2014

Parallel Materialisation of Datalog Programs in Centralised, Main-Memory RDF Systems.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013
Anytime approximation in probabilistic databases.
VLDB J., 2013

Report on the first workshop on innovative querying of streams.
SIGMOD Rec., 2013

Front Matter.
Proc. VLDB Endow., 2013

Aggregation and Ordering in Factorised Databases.
Proc. VLDB Endow., 2013

Πgora: An Integration System for Probabilistic Data.
Proceedings of the 29th IEEE International Conference on Data Engineering, 2013

2012
Aggregation in Probabilistic Databases via Knowledge Compilation.
Proc. VLDB Endow., 2012

Demonstration of the FDB Query Engine for Factorised Databases.
Proc. VLDB Endow., 2012

FDB: A Query Engine for Factorised Relational Databases.
Proc. VLDB Endow., 2012

DAGger: clustering correlated uncertain data (to predict asset failure in energy networks).
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

Factorised representations of query results: size bounds and readability.
Proceedings of the 15th International Conference on Database Theory, 2012

Ranking Query Answers in Probabilistic Databases: Complexity and Efficient Algorithms.
Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012

2011
Probabilistic Databases
Synthesis Lectures on Data Management, Morgan & Claypool Publishers, ISBN: 978-3-031-01879-4, 2011

Repeatability and workability evaluation of SIGMOD 2011.
SIGMOD Rec., 2011

Factorised Representations of Query Results
CoRR, 2011

SPROUT<sup>2</sup>: a squared query engine for uncertain web data.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2011

On the optimal approximation of queries using tractable propositional languages.
Proceedings of the Database Theory, 2011

Providing support for full relational algebra in probabilistic databases.
Proceedings of the 27th International Conference on Data Engineering, 2011

2010
Probabilistic XML via Markov Chains.
Proc. VLDB Endow., 2010

Approximate confidence computation in probabilistic databases.
Proceedings of the 26th International Conference on Data Engineering, 2010

Bridging the gap between intensional and extensional query evaluation in probabilistic databases.
Proceedings of the EDBT 2010, 2010

2009
10<sup>(10<sup>6</sup>)</sup> worlds and beyond: efficient representation and processing of incomplete information.
VLDB J., 2009

Secondary-storage confidence computation for conjunctive queries with inequalities.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2009

MayBMS: a probabilistic database management system.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2009

SPROUT: Lazy vs. Eager Query Plans for Tuple-Independent Probabilistic Databases.
Proceedings of the 25th International Conference on Data Engineering, 2009

2008
World-set decompositions: Expressiveness and efficient algorithms.
Theor. Comput. Sci., 2008

Conditioning probabilistic databases.
Proc. VLDB Endow., 2008

Using OBDDs for Efficient Query Evaluation on Probabilistic Databases.
Proceedings of the Scalable Uncertainty Management, Second International Conference, 2008

Fast and Simple Relational Processing of Uncertain Data.
Proceedings of the 24th International Conference on Data Engineering, 2008

08421 Working Group: Classification, Representation and Modeling.
Proceedings of the Uncertainty Management in Information Systems, 12.10. - 17.10.2008, 2008

08421 Working Group: Report of the Probabilistic Databases Benchmarking.
Proceedings of the Uncertainty Management in Information Systems, 12.10. - 17.10.2008, 2008

2007
Forward node-selecting queries over trees.
ACM Trans. Database Syst., 2007

SPEX: Streamed and Progressive Evaluation of XPath.
IEEE Trans. Knowl. Data Eng., 2007

Query language support for incomplete information in the MayBMS system.
Proceedings of the 33rd International Conference on Very Large Data Bases, 2007

From complete to incomplete information and back.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2007

MayBMS: Managing Incomplete Information with Probabilistic World-Set Decompositions.
Proceedings of the 23rd International Conference on Data Engineering, 2007

2006
10^(10^6) Worlds and Beyond: Efficient Representation and Processing of Incomplete Information
CoRR, 2006

Building a Native XML-DBMS as a Term Project in a Database Systems Course.
Proceedings of the 3rd International Workshop on XQuery Implementation, 2006

Accelerating XPath Evaluation against XML Streams.
Proceedings of the PLAN-X 2006 Informal Proceedings, 2006

2005
The XML Stream Query Processor SPEX.
Proceedings of the 21st International Conference on Data Engineering, 2005

2004
Evaluation of XPath queries against XML streams.
PhD thesis, 2004

Datenströme.
Inform. Spektrum, 2004

An efficient single-pass query evaluator for XML data streams.
Proceedings of the 2004 ACM Symposium on Applied Computing (SAC), 2004

Evaluating Complex Queries Against XML Streams with Polynomial Combined Complexity.
Proceedings of the Key Technologies for Data Management, 2004

2003
An Evaluation of Regular Path Expressions with Qualifiers against XML Streams.
Proceedings of the 19th International Conference on Data Engineering, 2003

2002
XPath: Looking Forward.
Proceedings of the XML-Based Data Management and Multimedia Engineering, 2002

2001
Semistrukturierte Daten - Aktuelles Schlagwort.
Inform. Spektrum, 2001

Towards Grouping Constructs for Semistructured Data.
Proceedings of the 12th International Workshop on Database and Expert Systems Applications (DEXA 2001), 2001

2000
Agora: Living with XML and Relational.
Proceedings of the VLDB 2000, 2000


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