Martin Theobald

ORCID

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 36

Top Venues

Saarland University, Saarbrücken, Germany (PHD)

Education History

Saarland University, Saarbrücken, Germany

PHD

Publications

Mauro Dalle Lucca Tosi, Vinu E. Venugopal, Martin Theobald
TensAIR: Real-Time Training of Neural Networks from Data-streams. ICMLSC (2024)
Mauro Dalle Lucca Tosi, Martin Theobald
OPTWIN: Drift Identification with Optimal Sub-Windows. ICDEW (2024)
Alessandro Temperoni, Mauro Dalle Lucca Tosi, Martin Theobald
Efficient Hessian-based DNN Optimization via Chain-Rule Approximation. COMAD/CODS (2023)
Mauro Dalle Lucca Tosi, Martin Theobald
OPTWIN: Drift identification with optimal sub-windows. CoRR (2023)
Jingjing Xu, Maria Biryukov, Martin Theobald, Vinu Ellampallil Venugopal
BigText-QA: Question Answering over a Large-Scale Hybrid Knowledge Graph. BDTA (2023)
Alessandro Temperoni, Maria Biryukov, Martin Theobald
Enriching Relation Extraction with OpenIE. DATA (2023)
Mauro DL Tosi, Martin Theobald
Convergence Analysis of Decentralized ASGD. CoRR (2023)
Mauro Dalle Lucca Tosi, Vinu Ellampallil Venugopal, Martin Theobald
Convergence time analysis of Asynchronous Distributed Artificial Neural Networks. COMAD/CODS (2022)
Mauro Dalle Lucca Tosi, Vinu E. Venugopal, Martin Theobald
TensAIR: Online Learning from Data Streams via Asynchronous Iterative Routing. CoRR (2022)
Maciej Skorski, Alessandro Temperoni, Martin Theobald
Robust and Provable Guarantees for Sparse Random Embeddings. PAKDD (2) (2022)
Vinu Ellampallil Venugopal, Martin Theobald, Damien Tassetti, Samira Chaychi, Amal Tawakuli
Targeting a light-weight and multi-channel approach for distributed stream processing. J. Parallel Distributed Comput. 167 (2022)
Jingjing Xu, Maria Biryukov, Martin Theobald, Vinu Ellampallil Venugopal
BigText-QA: Question Answering over a Large-Scale Hybrid Knowledge Graph. CoRR (2022)
Maciej Skorski, Alessandro Temperoni, Martin Theobald
Robust and Provable Guarantees for Sparse Random Embeddings. CoRR (2022)
Alessandro Temperoni, Maria Biryukov, Martin Theobald
Enriching Relation Extraction with OpenIE. CoRR (2022)
Maciej Skorski, Alessandro Temperoni, Martin Theobald
Revisiting Weight Initialization of Deep Neural Networks. ACML (2021)
Vinu E. Venugopal, Martin Theobald
Effective Stream Data Processing using Asynchronous Iterative Routing Protocol. IEEE BigData (2020)
Vinu E. Venugopal, Martin Theobald, Samira Chaychi, Amal Tawakuli
AIR: A Light-Weight Yet High-Performance Dataflow Engine based on Asynchronous Iterative Routing. CoRR (2020)
Vinu E. Venugopal, Martin Theobald
Benchmarking Synchronous and Asynchronous Stream Processing Systems. COMAD/CODS (2020)
Vinu E. Venugopal, Martin Theobald, Samira Chaychi, Amal Tawakuli
AIR: A Light-Weight Yet High-Performance Dataflow Engine based on Asynchronous Iterative Routing. SBAC-PAD (2020)
Yan Wu, Jinchuan Chen, Plarent Haxhidauti, Vinu E. Venugopal, Martin Theobald
Guided Inductive Logic Programming: Cleaning Knowledge Bases with Iterative User Feedback. GCAI (2020)
Katerina Papaioannou, Martin Theobald, Michael H. Böhlen
Outer and Anti Joins in Temporal-Probabilistic Databases. ICDE (2019)
Maarten Van den Heuvel, Peter Ivanov, Wolfgang Gatterbauer, Floris Geerts, Martin Theobald
Anytime Approximation in Probabilistic Databases via Scaled Dissociations. SIGMOD Conference (2019)
Katerina Papaioannou, Martin Theobald, Michael H. Böhlen
Lineage-Aware Temporal Windows: Supporting Set Operations in Temporal-Probabilistic Databases. CoRR (2019)
Martin Theobald
From Big Data to Big Knowledge - Large-Scale Information Extraction Based on Statistical Methods (Invited Talk). SOFSEM (2019)
Katerina Papaioannou, Martin Theobald, Michael H. Böhlen
Generalized Lineage-Aware Temporal Windows: Supporting Outer and Anti Joins in Temporal-Probabilistic Databases. CoRR (2019)
Maarten Van den Heuvel, Floris Geerts, Wolfgang Gatterbauer, Martin Theobald
A General Framework for Anytime Approximation in Probabilistic Databases. CoRR (2018)
Morteza Saberi, Martin Theobald, Omar Khadeer Hussain, Elizabeth Chang, Farookh Khadeer Hussain
Interactive feature selection for efficient customer recognition in contact centers: Dealing with common names. Expert Syst. Appl. 113 (2018)
Katerina Papaioannou, Martin Theobald, Michael H. Böhlen
Supporting Set Operations in Temporal-Probabilistic Databases. ICDE (2018)
Dat Ba Nguyen, Martin Theobald, Gerhard Weikum
J-REED: Joint Relation Extraction and Entity Disambiguation. CIKM (2017)
Rohan Nanda, Giovanni Siragusa, Luigi Di Caro, Martin Theobald, Guido Boella, Livio Robaldo, Francesco Costamagna
Concept Recognition in European and National Law. JURIX (2017)
Dat Ba Nguyen, Abdalghani Abujabal, Khanh Tran, Martin Theobald, Gerhard Weikum
Query-Driven On-The-Fly Knowledge Base Construction. Proc. VLDB Endow. 11 (1) (2017)
Sairam Gurajada, Martin Theobald
Distributed Set Reachability. SIGMOD Conference (2016)
Yafang Wang, Zhaochun Ren, Martin Theobald, Maximilian Dylla, Gerard de Melo
Summary Generation for Temporal Extractions. DEXA (1) (2016)
Maximilian Dylla, Martin Theobald
Learning Tuple Probabilities. CoRR (2016)
Dat Ba Nguyen, Martin Theobald, Gerhard Weikum
J-NERD: Joint Named Entity Recognition and Disambiguation with Rich Linguistic Features. Trans. Assoc. Comput. Linguistics 4 (2016)
Sairam Gurajada, Martin Theobald
Distributed Processing of Generalized Graph-Pattern Queries in SPARQL 1.1. CoRR (2016)
Maximilian Dylla, Martin Theobald, Iris Miliaraki
Querying and Learning in Probabilistic Databases. Reasoning Web (2014)
André Melo, Martin Theobald, Johanna Völker
Correlation-Based Refinement of Rules with Numerical Attributes. FLAIRS Conference (2014)
Dat Ba Nguyen, Johannes Hoffart, Martin Theobald, Gerhard Weikum
AIDA-light: High-Throughput Named-Entity Disambiguation. LDOW (2014)
Sairam Gurajada, Stephan Seufert, Iris Miliaraki, Martin Theobald
Using Graph Summarization for Join-Ahead Pruning in a Distributed RDF Engine. SWIM (2014)
Sairam Gurajada, Stephan Seufert, Iris Miliaraki, Martin Theobald
TriAD: a distributed shared-nothing RDF engine based on asynchronous message passing. SIGMOD Conference (2014)
Patrice Bellot, Antoine Doucet, Shlomo Geva, Sairam Gurajada, Jaap Kamps, Gabriella Kazai, Marijn Koolen, Arunav Mishra, Véronique Moriceau, Josiane Mothe, Michael Preminger, Eric SanJuan, Ralf Schenkel, Xavier Tannier, Martin Theobald, Matthew Trappett, Andrew Trotman, Mark Sanderson, Falk Scholer, Qiuyue Wang
Report on INEX 2013. SIGIR Forum 47 (2) (2013)
Martin Theobald, Luc De Raedt, Maximilian Dylla, Angelika Kimmig, Iris Miliaraki
10 Years of Probabilistic Querying - What Next? ADBIS (2013)
Maximilian Dylla, Iris Miliaraki, Martin Theobald
A Temporal-Probabilistic Database Model for Information Extraction. Proc. VLDB Endow. 6 (14) (2013)
Maximilian Dylla, Iris Miliaraki, Martin Theobald
Top-k query processing in probabilistic databases with non-materialized views. ICDE (2013)
Arunav Mishra, Sairam Gurajada, Martin Theobald
SPAR-Key: Processing SPARQL-Fulltext Queries to Solve Jeopardy! Clues. CLEF (Working Notes) (2013)
Sairam Gurajada, Jaap Kamps, Arunav Mishra, Ralf Schenkel, Martin Theobald, Qiuyue Wang
Overview of the INEX 2013 Linked Data Track. CLEF (Working Notes) (2013)
Patrice Bellot, Antoine Doucet, Shlomo Geva, Sairam Gurajada, Jaap Kamps, Gabriella Kazai, Marijn Koolen, Arunav Mishra, Véronique Moriceau, Josiane Mothe, Michael Preminger, Eric SanJuan, Ralf Schenkel, Xavier Tannier, Martin Theobald, Matthew Trappett, Qiuyue Wang
Overview of INEX 2013. CLEF (2013)
Qiuyue Wang, Jaap Kamps, Georgina Ramírez Camps, Maarten Marx, Anne Schuth, Martin Theobald, Sairam Gurajada, Arunav Mishra
Overview of the INEX 2012 Linked Data Track. CLEF (Online Working Notes/Labs/Workshop) (2012)
Ndapandula Nakashole, Mauro Sozio, Fabian M. Suchanek, Martin Theobald
Query-Time Reasoning in Uncertain RDF Knowledge Bases with Soft and Hard Rules. VLDS (2012)
Patrice Bellot, Timothy Chappell, Antoine Doucet, Shlomo Geva, Sairam Gurajada, Jaap Kamps, Gabriella Kazai, Marijn Koolen, Monica Landoni, Maarten Marx, Arunav Mishra, Véronique Moriceau, Josiane Mothe, Michael Preminger, Georgina Ramírez, Mark Sanderson, Eric SanJuan, Falk Scholer, A. Schuh, Xavier Tannier, Martin Theobald, Matthew Trappett, Andrew Trotman, Qiuyue Wang
Report on INEX 2012. SIGIR Forum 46 (2) (2012)
Patrice Bellot, Timothy Chappell, Antoine Doucet, Shlomo Geva, Jaap Kamps, Gabriella Kazai, Marijn Koolen, Monica Landoni, Maarten Marx, Véronique Moriceau, Josiane Mothe, Georgina Ramírez, Mark Sanderson, Eric SanJuan, Falk Scholer, Xavier Tannier, Martin Theobald, Matthew Trappett, Andrew Trotman, Qiuyue Wang
Report on INEX 2011. SIGIR Forum 46 (1) (2012)
Arunav Mishra, Sairam Gurajada, Martin Theobald
Running SPARQL-Fulltext Queries Inside a Relational DBMS. CLEF (Online Working Notes/Labs/Workshop) (2012)
Guillaume Raschia, Martin Theobald, Ioana Manolescu
Proceedings of the first International Workshop On Open Data, WOD-2012 CoRR (2012)
Arunav Mishra, Sairam Gurajada, Martin Theobald
Design and evaluation of an ir-benchmark for sparql queries with fulltext conditions. ESAIR (2012)
Johannes Hoffart, Stephan Seufert, Dat Ba Nguyen, Martin Theobald, Gerhard Weikum
KORE: keyphrase overlap relatedness for entity disambiguation. CIKM (2012)
Kwang In Kim, James Tompkin, Martin Theobald, Jan Kautz, Christian Theobalt
Match Graph Construction for Large Image Databases. ECCV (1) (2012)
Ndapandula Nakashole, Martin Theobald, Gerhard Weikum
Scalable knowledge harvesting with high precision and high recall. WSDM (2011)
Timm Meiser, Maximilian Dylla, Martin Theobald
Interactive reasoning in uncertain RDF knowledge bases. CIKM (2011)
Qiuyue Wang, Georgina Ramírez, Maarten Marx, Martin Theobald, Jaap Kamps
Overview of the INEX 2011 Data-Centric Track. INEX (2011)
Maximilian Dylla, Mauro Sozio, Martin Theobald
Resolving Temporal Conflicts in Inconsistent RDF Knowledge Bases. BTW (2011)
Peter Adolphs, Martin Theobald, Ulrich Schäfer, Hans Uszkoreit, Gerhard Weikum
YAGO-QA: Answering Questions by Structured Knowledge Queries. ICSC (2011)
Mohamed Yahya, Martin Theobald
D2R2: Disk-Oriented Deductive Reasoning in a RISC-Style RDF Engine. RuleML America (2011)
Katja Hose, Ralf Schenkel, Martin Theobald, Gerhard Weikum
Database Foundations for Scalable RDF Processing. Reasoning Web (2011)
Anish Das Sarma, Martin Theobald, Jennifer Widom
LIVE: A Lineage-Supported Versioned DBMS. SSDBM (2010)
Yafang Wang, Mohamed Yahya, Martin Theobald
Time-aware Reasoning in Uncertain Knowledge Bases. MUD (2010)
Ndapandula Nakashole, Martin Theobald, Gerhard Weikum
Find your Advisor: Robust Knowledge Gathering from the Web. WebDB (2010)
Gerhard Weikum, Martin Theobald
From information to knowledge: harvesting entities and relationships from web sources. PODS (2010)
Omar Alonso, Ralf Schenkel, Martin Theobald
Crowdsourcing Assessments for XML Ranked Retrieval. ECIR (2010)
Daniel Sonntag, Martin Theobald
Explanations in Dialogue Systems through Uncertain RDF Knowledge Bases. ExaCt (2010)
Thomas Beckers, Patrice Bellot, Gianluca Demartini, Ludovic Denoyer, Christopher M. De Vries, Antoine Doucet, Khairun Nisa Fachry, Norbert Fuhr, Patrick Gallinari, Shlomo Geva, Wei Chi Huang, Tereza Iofciu, Jaap Kamps, Gabriella Kazai, Marijn Koolen, Sangeetha Kutty, Monica Landoni, Miro Lehtonen, Véronique Moriceau, Richi Nayak, Ragnar Nordlie, Nils Pharo, Eric SanJuan, Ralf Schenkel, Xavier Tannier, Martin Theobald, James A. Thom, Andrew Trotman, Arjen P. de Vries
Report on INEX 2009. SIGIR Forum 44 (1) (2010)
Steven Euijong Whang, David Menestrina, Georgia Koutrika, Martin Theobald, Hector Garcia-Molina
Entity resolution with iterative blocking. SIGMOD Conference (2009)
Gianluca Demartini, Ludovic Denoyer, Antoine Doucet, Khairun Nisa Fachry, Patrick Gallinari, Shlomo Geva, Darren Wei Che Huang, Tereza Iofciu, Jaap Kamps, Gabriella Kazai, Marijn Koolen, Monica Landoni, Ragnar Nordlie, Nils Pharo, Ralf Schenkel, Martin Theobald, Andrew Trotman, Arjen P. de Vries, Alan Woodley, Jianhan Zhu
Report on INEX 2008. SIGIR Forum 43 (1) (2009)
Martin Theobald, Ablimit Aji, Ralf Schenkel
TopX 2.0 at the INEX 2009 Ad-Hoc and Efficiency Tracks. INEX (2009)
Ralf Schenkel, Martin Theobald
Overview of the INEX 2009 Efficiency Track. INEX (2009)
Martin Theobald, Ralf Schenkel
Overview of the INEX 2008 Efficiency Track. INEX (2008)
Martin Theobald, Mohammed AbuJarour, Ralf Schenkel
TopX 2.0 at the INEX 2008 Efficiency Track. INEX (2008)
Anish Das Sarma, Ander de Keijzer, Amol Deshpande, Peter J. Haas, Ihab F. Ilyas, Christoph Koch, Thomas Neumann, Dan Olteanu, Martin Theobald, Vasilis Vassalos
08421 Working Group: Classification, Representation and Modeling. Uncertainty Management in Information Systems (2008)
Anish Das Sarma, Amol Deshpande, Thomas Hubauer, Ihab F. Ilyas, Birgitta König-Ries, Matthias Renz, Martin Theobald
08421 Working Group: Lineage/Provenance. Uncertainty Management in Information Systems (2008)
Anish Das Sarma, Martin Theobald, Jennifer Widom
Exploiting Lineage for Confidence Computation in Uncertain and Probabilistic Databases. ICDE (2008)
Sean Kandel, Andreas Paepcke, Martin Theobald, Hector Garcia-Molina, Eric Abelson
Photospread: a spreadsheet for managing photos. CHI (2008)
Omar Benjelloun, Anish Das Sarma, Alon Y. Halevy, Martin Theobald, Jennifer Widom
Databases with uncertainty and lineage. VLDB J. 17 (2) (2008)
Martin Theobald, Hannah Bast, Debapriyo Majumdar, Ralf Schenkel, Gerhard Weikum
query processing for semistructured data. VLDB J. 17 (1) (2008)
Martin Theobald, Jonathan Siddharth, Andreas Paepcke
SpotSigs: robust and efficient near duplicate detection in large web collections. SIGIR (2008)
Andreas Broschart, Ralf Schenkel, Martin Theobald
Experiments with Proximity-Aware Scoring for XML Retrieval at INEX 2008. INEX (2008)
Ralf Schenkel, Andreas Broschart, Seung-won Hwang, Martin Theobald, Gerhard Weikum
Efficient Text Proximity Search. SPIRE (2007)
Andreas Broschart, Ralf Schenkel, Martin Theobald, Gerhard Weikum
TopX @ INEX 2007. INEX (2007)
Michi Mutsuzaki, Martin Theobald, Ander de Keijzer, Jennifer Widom, Parag Agrawal, Omar Benjelloun, Anish Das Sarma, Raghotham Murthy, Tomoe Sugihara
Trio-One: Layering Uncertainty and Lineage on a Conventional DBMS (Demo). CIDR (2007)
Martin Theobald, Ralf Schenkel, Gerhard Weikum
TopX - Efficient and Versatile Top-k Query Processing for Text, Semistructured, and Structured Data. BTW (2007)
Martin Theobald, Ralf Schenkel, Gerhard Weikum
The TopX DB&IR engine. SIGMOD Conference (2007)
Hannah Bast, Debapriyo Majumdar, Ralf Schenkel, Martin Theobald, Gerhard Weikum
IO-Top-k at TREC 2006: Terabyte Track. TREC (2006)
Ralf Schenkel, Martin Theobald
Feedback-Driven Structural Query Expansion for Ranked Retrieval of XML Data. EDBT (2006)
Hannah Bast, Debapriyo Majumdar, Ralf Schenkel, Martin Theobald, Gerhard Weikum
IO-Top-k: Index-access Optimized Top-k Query Processing. VLDB (2006)
Ralf Schenkel, Martin Theobald
Structural Feedback for Keyword-Based XML Retrieval. ECIR (2006)
Martin Theobald, Andreas Broschart, Ralf Schenkel, Silvana Solomon, Gerhard Weikum
TopX - AdHoc Track and Feedback Task. INEX (2006)
Martin Theobald, Ralf Schenkel, Gerhard Weikum
An Efficient and Versatile Query Engine for TopX Search. VLDB (2005)
Dimitrios Mavroeidis, George Tsatsaronis, Michalis Vazirgiannis, Martin Theobald, Gerhard Weikum
Word Sense Disambiguation for Exploiting Hierarchical Thesauri in Text Classification. PKDD (2005)
Ralf Schenkel, Martin Theobald
Relevance Feedback for Structural Query Expansion. INEX (2005)
Martin Theobald, Ralf Schenkel, Gerhard Weikum
Efficient and self-tuning incremental query expansion for top-k query processing. SIGIR (2005)
Martin Theobald, Ralf Schenkel, Gerhard Weikum
TopX and XXL at INEX 2005. INEX (2005)

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Publication Activity (10 Years)

Top Topics

Top Venues

Martin Theobald