Martin Theobald

Orcid: 0000-0003-4067-7609

Affiliations:
  • University of Luxembourg
  • University of Ulm, Germany


According to our database1, Martin Theobald authored at least 112 papers between 2002 and 2024.

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Bibliography

2024
TensAIR: Real-Time Training of Neural Networks from Data-streams.
Proceedings of the 8th International Conference on Machine Learning and Soft Computing, 2024

2023
Convergence Analysis of Decentralized ASGD.
CoRR, 2023

OPTWIN: Drift identification with optimal sub-windows.
CoRR, 2023

Enriching Relation Extraction with OpenIE.
Proceedings of the 12th International Conference on Data Science, 2023

Efficient Hessian-based DNN Optimization via Chain-Rule Approximation.
Proceedings of the 6th Joint International Conference on Data Science & Management of Data (10th ACM IKDD CODS and 28th COMAD), 2023

BigText-QA: Question Answering over a Large-Scale Hybrid Knowledge Graph.
Proceedings of the Big Data Technologies and Applications, 2023

2022
Targeting a light-weight and multi-channel approach for distributed stream processing.
J. Parallel Distributed Comput., 2022

TensAIR: Online Learning from Data Streams via Asynchronous Iterative Routing.
CoRR, 2022

Robust and Provable Guarantees for Sparse Random Embeddings.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2022

Convergence time analysis of Asynchronous Distributed Artificial Neural Networks.
Proceedings of the CODS-COMAD 2022: 5th Joint International Conference on Data Science & Management of Data (9th ACM IKDD CODS and 27th COMAD), Bangalore, India, January 8, 2022

2021
Revisiting Weight Initialization of Deep Neural Networks.
Proceedings of the Asian Conference on Machine Learning, 2021

2020
AIR: A Light-Weight Yet High-Performance Dataflow Engine based on Asynchronous Iterative Routing.
Proceedings of the 32nd IEEE International Symposium on Computer Architecture and High Performance Computing, 2020

Guided Inductive Logic Programming: Cleaning Knowledge Bases with Iterative User Feedback.
Proceedings of the 6th Global Conference on Artificial Intelligence, 2020

Benchmarking Synchronous and Asynchronous Stream Processing Systems.
Proceedings of the CoDS-COMAD 2020: 7th ACM IKDD CoDS and 25th COMAD, 2020

Effective Stream Data Processing using Asynchronous Iterative Routing Protocol.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019
Indexing for Graph Query Evaluation.
Proceedings of the Encyclopedia of Big Data Technologies., 2019

Lineage-Aware Temporal Windows: Supporting Set Operations in Temporal-Probabilistic Databases.
CoRR, 2019

Generalized Lineage-Aware Temporal Windows: Supporting Outer and Anti Joins in Temporal-Probabilistic Databases.
CoRR, 2019

From Big Data to Big Knowledge - Large-Scale Information Extraction Based on Statistical Methods (Invited Talk).
Proceedings of the SOFSEM 2019: Theory and Practice of Computer Science, 2019

Anytime Approximation in Probabilistic Databases via Scaled Dissociations.
Proceedings of the 2019 International Conference on Management of Data, 2019

Outer and Anti Joins in Temporal-Probabilistic Databases.
Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

2018
Integrated DB and IR Approaches.
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Ranked XML Processing.
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Interactive feature selection for efficient customer recognition in contact centers: Dealing with common names.
Expert Syst. Appl., 2018

A General Framework for Anytime Approximation in Probabilistic Databases.
CoRR, 2018

Supporting Set Operations in Temporal-Probabilistic Databases.
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

2017
Query-Driven On-The-Fly Knowledge Base Construction.
Proc. VLDB Endow., 2017

Concept Recognition in European and National Law.
Proceedings of the Legal Knowledge and Information Systems, 2017

J-REED: Joint Relation Extraction and Entity Disambiguation.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

2016
J-NERD: Joint Named Entity Recognition and Disambiguation with Rich Linguistic Features.
Trans. Assoc. Comput. Linguistics, 2016

Distributed Processing of Generalized Graph-Pattern Queries in SPARQL 1.1.
CoRR, 2016

Learning Tuple Probabilities.
CoRR, 2016

Distributed Set Reachability.
Proceedings of the 2016 International Conference on Management of Data, 2016

Summary Generation for Temporal Extractions.
Proceedings of the Database and Expert Systems Applications, 2016

2014
AIDA-light: High-Throughput Named-Entity Disambiguation.
Proceedings of the Workshop on Linked Data on the Web co-located with the 23rd International World Wide Web Conference (WWW 2014), 2014

Using Graph Summarization for Join-Ahead Pruning in a Distributed RDF Engine.
Proceedings of the Sixth Workshop on Semantic Web Information Management, 2014

TriAD: a distributed shared-nothing RDF engine based on asynchronous message passing.
Proceedings of the International Conference on Management of Data, 2014

Querying and Learning in Probabilistic Databases.
Proceedings of the Reasoning Web. Reasoning on the Web in the Big Data Era, 2014

Correlation-Based Refinement of Rules with Numerical Attributes.
Proceedings of the Twenty-Seventh International Florida Artificial Intelligence Research Society Conference, 2014

2013
Report on INEX 2013.
SIGIR Forum, 2013

A Temporal-Probabilistic Database Model for Information Extraction.
Proc. VLDB Endow., 2013

Top-k query processing in probabilistic databases with non-materialized views.
Proceedings of the 29th IEEE International Conference on Data Engineering, 2013

SPAR-Key: Processing SPARQL-Fulltext Queries to Solve Jeopardy! Clues.
Proceedings of the Working Notes for CLEF 2013 Conference , 2013

Overview of the INEX 2013 Linked Data Track.
Proceedings of the Working Notes for CLEF 2013 Conference , 2013


10 Years of Probabilistic Querying - What Next?
Proceedings of the Advances in Databases and Information Systems, 2013

2012
Report on INEX 2011.
SIGIR Forum, 2012

Report on INEX 2012.
SIGIR Forum, 2012

Proceedings of the first International Workshop On Open Data, WOD-2012
CoRR, 2012

Query-Time Reasoning in Uncertain RDF Knowledge Bases with Soft and Hard Rules.
Proceedings of the Second International Workshop on Searching and Integrating New Web Data Sources, 2012

Match Graph Construction for Large Image Databases.
Proceedings of the Computer Vision - ECCV 2012, 2012

Overview of the INEX 2012 Linked Data Track.
Proceedings of the CLEF 2012 Evaluation Labs and Workshop, 2012

Running SPARQL-Fulltext Queries Inside a Relational DBMS.
Proceedings of the CLEF 2012 Evaluation Labs and Workshop, 2012

Design and evaluation of an ir-benchmark for sparql queries with fulltext conditions.
Proceedings of the Fifth workshop on Exploiting Semantic Annotations in Information Retrieval, 2012

KORE: keyphrase overlap relatedness for entity disambiguation.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

2011
Scalable knowledge harvesting with high precision and high recall.
Proceedings of the Forth International Conference on Web Search and Web Data Mining, 2011

YAGO-QA: Answering Questions by Structured Knowledge Queries.
Proceedings of the 5th IEEE International Conference on Semantic Computing (ICSC 2011), 2011

Database Foundations for Scalable RDF Processing.
Proceedings of the Reasoning Web. Semantic Technologies for the Web of Data, 2011

D2R2: Disk-Oriented Deductive Reasoning in a RISC-Style RDF Engine.
Proceedings of the Rule-Based Modeling and Computing on the Semantic Web, 2011

Overview of the INEX 2011 Data-Centric Track.
Proceedings of the Focused Retrieval of Content and Structure, 2011

Interactive reasoning in uncertain RDF knowledge bases.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

Resolving Temporal Conflicts in Inconsistent RDF Knowledge Bases.
Proceedings of the Datenbanksysteme für Business, 2011

2010
Report on INEX 2009.
SIGIR Forum, 2010

Find your Advisor: Robust Knowledge Gathering from the Web.
Proceedings of the 13th International Workshop on the Web and Databases 2010, 2010

LIVE: A Lineage-Supported Versioned DBMS.
Proceedings of the Scientific and Statistical Database Management, 2010

From information to knowledge: harvesting entities and relationships from web sources.
Proceedings of the Twenty-Ninth ACM SIGMOD-SIGACT-SIGART Symposium on Principles of Database Systems, 2010

Time-aware Reasoning in Uncertain Knowledge Bases.
Proceedings of the Fourth International VLDB workshop on Management of Uncertain Data (MUD 2010) in conjunction with VLDB 2010, 2010

Explanations in Dialogue Systems through Uncertain RDF Knowledge Bases.
Proceedings of the Explanation-aware Computing, 2010

Crowdsourcing Assessments for XML Ranked Retrieval.
Proceedings of the Advances in Information Retrieval, 2010

2009
Integrated DB&IR Semi-Structured Text Retrieval.
Proceedings of the Encyclopedia of Database Systems, 2009

Ranked XML Processing.
Proceedings of the Encyclopedia of Database Systems, 2009

Report on INEX 2008.
SIGIR Forum, 2009

Entity resolution with iterative blocking.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2009

TopX 2.0 at the INEX 2009 Ad-Hoc and Efficiency Tracks.
Proceedings of the Focused Retrieval and Evaluation, 2009

Overview of the INEX 2009 Efficiency Track.
Proceedings of the Focused Retrieval and Evaluation, 2009

2008
TopX: efficient and versatile top- <i>k</i> query processing for semistructured data.
VLDB J., 2008

Databases with uncertainty and lineage.
VLDB J., 2008

SpotSigs: robust and efficient near duplicate detection in large web collections.
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008

Overview of the INEX 2008 Efficiency Track.
Proceedings of the Advances in Focused Retrieval, 2008

TopX 2.0 at the INEX 2008 Efficiency Track.
Proceedings of the Advances in Focused Retrieval, 2008

Experiments with Proximity-Aware Scoring for XML Retrieval at INEX 2008.
Proceedings of the Advances in Focused Retrieval, 2008

Exploiting Lineage for Confidence Computation in Uncertain and Probabilistic Databases.
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: Lineage/Provenance.
Proceedings of the Uncertainty Management in Information Systems, 12.10. - 17.10.2008, 2008

Photospread: a spreadsheet for managing photos.
Proceedings of the 2008 Conference on Human Factors in Computing Systems, 2008

2007
Efficient Text Proximity Search.
Proceedings of the String Processing and Information Retrieval, 2007

The TopX DB&IR engine.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2007

TopX @ INEX 2007.
Proceedings of the Focused Access to XML Documents, 2007

Trio-One: Layering Uncertainty and Lineage on a Conventional DBMS (Demo).
Proceedings of the Third Biennial Conference on Innovative Data Systems Research, 2007

TopX - Efficient and Versatile Top-k Query Processing for Text, Semistructured, and Structured Data.
Proceedings of the Datenbanksysteme in Business, 2007

2006
TopX: efficient and versatile top-k query processing for text, structured, and semistructured data.
PhD thesis, 2006

IO-Top-k: Index-access Optimized Top-k Query Processing.
Proceedings of the 32nd International Conference on Very Large Data Bases, 2006

IO-Top-k at TREC 2006: Terabyte Track.
Proceedings of the Fifteenth Text REtrieval Conference, 2006

TopX - AdHoc Track and Feedback Task.
Proceedings of the Comparative Evaluation of XML Information Retrieval Systems, 2006

Feedback-Driven Structural Query Expansion for Ranked Retrieval of XML Data.
Proceedings of the Advances in Database Technology, 2006

Structural Feedback for Keyword-Based XML Retrieval.
Proceedings of the Advances in Information Retrieval, 2006

2005
An Efficient and Versatile Query Engine for TopX Search.
Proceedings of the 31st International Conference on Very Large Data Bases, Trondheim, Norway, August 30, 2005

Efficient and self-tuning incremental query expansion for top-k query processing.
Proceedings of the SIGIR 2005: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2005

Word Sense Disambiguation for Exploiting Hierarchical Thesauri in Text Classification.
Proceedings of the Knowledge Discovery in Databases: PKDD 2005, 2005

TopX and XXL at INEX 2005.
Proceedings of the Advances in XML Information Retrieval and Evaluation, 2005

Relevance Feedback for Structural Query Expansion.
Proceedings of the Advances in XML Information Retrieval and Evaluation, 2005

2004
Top-k Query Evaluation with Probabilistic Guarantees.
Proceedings of the (e)Proceedings of the Thirtieth International Conference on Very Large Data Bases, VLDB 2004, Toronto, Canada, August 31, 2004

COMPASS: A Concept-based Web Search Engine for HTML, XML, and Deep Web Data.
Proceedings of the (e)Proceedings of the Thirtieth International Conference on Very Large Data Bases, VLDB 2004, Toronto, Canada, August 31, 2004

BINGO! and DAFFODIL: Personalized Exploration of Digital Libraries and Web Sources.
Proceedings of the Computer-Assisted Information Retrieval (Recherche d'Information et ses Applications), 2004

Towards a Statistically Semantic Web.
Proceedings of the Conceptual Modeling, 2004

2003
Classification and Focused Crawling for Semistructured Data.
Proceedings of the Intelligent Search on XML Data, Applications, Languages, Models, 2003

Exploiting Structure, Annotation, and Ontological Knowledge for Automatic Classification of XML Data.
Proceedings of the International Workshop on Web and Databases, 2003

From Focused Crawling to Expert Information: an Application Framework for Web Exploration and Portal Generation.
Proceedings of 29th International Conference on Very Large Data Bases, 2003

The BINGO! System for Information Portal Generation and Expert Web Search.
Proceedings of the First Biennial Conference on Innovative Data Systems Research, 2003

2002
BINGO!: Bookmark-Induced Gathering of Information.
Proceedings of the 3rd International Conference on Web Information Systems Engineering, 2002

The BINGO! Focused Crawler: From Bookmarks to Archetypes.
Proceedings of the 18th International Conference on Data Engineering, San Jose, CA, USA, February 26, 2002

BINGO! Ein thematisch fokussierender Crawler zur Generierung personalisierter Ontologien.
Proceedings of the 32. Jahrestagung der Gesellschaft für Informatik, Informatik bewegt, INFORMATIK 2002, Dortmund, Germany, September 30, 2002


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