Prof. Dr. Martin Theobald

Martin Theobald

Full professor in Computer science - Big data

Faculté ou Centre Faculté des Sciences, des Technologies et de Médecine
Department Département Informatique
Adresse postale Université du Luxembourg
Maison du Nombre
6, Avenue de la Fonte
L-4364 Esch-sur-Alzette
Bureau sur le campus MNO, E04 0435-070
E-mail
Téléphone (+352) 46 66 44 5789
Fax (+352) 46 66 44 35789

Prof. Dr.-Ing. Martin Theobald has been appointed as a Professor of Computer Science with a focus on "Big Data" by the University of Luxembourg, at the Faculty of Science, Technology and Medicine (FSTM), in 2017. He previously held positions as a Professor and Co-Director of the Institute for Databases and Information Systems (DBIS) at the University of Ulm, and as a Professor in the Advanced Database Research and Modeling (ADReM) group at the University of Antwerp. He obtained a doctoral degree from the Max Planck Institute for Informatics in Saarbrücken in 2006 and subsequently spent two years as a Postdoctoral Researcher at the Stanford University "Infolab". Between 2008-2012, Martin led the research group for "Ranking and Uncertain Data Management" at the Max Planck Institute for Informatics.

Martin currently is head of the "Big Data" research group at the University of Luxembourg. He has served as PC member, reviewer and organizer for more than 100 international conferences, workshops and journals, including SIGMOD, SIGKDD, SIGIR, VLDB, ICDE, CIKM, WSDM, TKDE, TODS, and many others. He has been an Area Editor for Elsevier's "Information Systems" between 2013-2018, and for PVLDB between 2020-2021.

 

Awards & Honors

•            Teaching Award by the University of Luxembourg, 2020

•            Google Focused Research Award (together with R. Gemulla and G. Weikum), 2010

•            ACM SIGMOD "Jim Gray" Doctoral Dissertation Award (Honorable Mention), 2007

•            GI-DBIS Dissertation Award, 2006

•            Otto Hahn Medal of the Max Planck Society, 2006

 

Current Courses

•            Bachelor

 -          Information Management I-III (BiCS, 3rd-5th semester)

 

•            Master

-          Cloud Computing & NoSQL Databases (MaDS, 1st semester)

-          Big Data Analytics (MiCS & MaDS, 2nd semester)

 

External Profiles

•            Google Scholar

•            DBLP

•            LinkedIn

Last updated on: mardi 05 janvier 2021

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2021

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See detailOnline Learning using Distributed Neural Networks
Dalle Lucca Tosi, Mauro; Theobald, Martin; Ellampallil Venugopal, Vinu

Poster (2021, May 21)

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2020

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See detailAsynchronous Stream Data Processing using a Light-Weight and High-Performance Dataflow Engine
Ellampallil Venugopal, Vinu; Theobald, Martin

Presentation (2020, December 11)

See detailEffective Stream Data Processing using Asynchronous Iterative Routing Protocol
Ellampallil Venugopal, Vinu; Theobald, Martin

Poster (2020, December 10)

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See detailBenchmarking Synchronous and Asynchronous Stream Processing Systems
Ellampallil Venugopal, Vinu; Theobald, Martin

in Ellampallil Venugopal, Vinu; Theobald, Martin (Eds.) Benchmarking Synchronous and Asynchronous Stream Processing Systems (2020, January 02)

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See detailAIR: A Light-Weight Yet High-Performance Dataflow Engine based on Asynchronous Iterative Routing
Ellampallil Venugopal, Vinu; Theobald, Martin; Chaychi, Samira; Tawakuli, Amal

in AIR: A Light-Weight Yet High-Performance Dataflow Engine based on Asynchronous Iterative Routing (2020, September 01)

See detail27th International Symposium on Temporal Representation and Reasoning, {TIME} 2020, September 23-25, 2020, Bozen-Bolzano, Italy
Mu{\~{n}}oz{-}Velasco, Emilo; Ozaki, Ana; Theobald, Martin

Book published by Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik (2020)

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See detailGuided Inductive Logic Programming: Cleaning Knowledge Bases with Iterative User Feedback
Wu, Yan; Chen, Jinchuan; Haxhidauti, Plarent; Ellampallil Venugopal, Vinu; Theobald, Martin

in Guided Inductive Logic Programming: Cleaning Knowledge Bases with Iterative User Feedback (2020, March 12)

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2019

See detailIndexing for Graph Query Evaluation
Fletcher; Theobald, Martin

in Sakr, Sharif; Zomaya, Albert Y. (Eds.) Encyclopedia of Big Data Technologies (2019)

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See detailOuter and Anti Joins in Temporal-Probabilistic Databases
Papaioannou, Katerina; Theobald, Martin; Böhlen, Michael H.

in 35th IEEE International Conference on Data Engineering, ICDE 2019, Macao, China, April 8-11, 2019 (2019, October 16)

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See detailLineage-Aware Temporal Windows: Supporting Set Operations in Temporal-Probabilistic Databases
Papaioannou, Katerina; Theobald, Martin; Böhlen, Michael H.

in CoRR (2019), abs/1910.00474

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See detailGeneralized Lineage-Aware Temporal Windows: Supporting Outer and Anti Joins in Temporal-Probabilistic Databases
Papaioannou, Katerina; Theobald, Martin; Böhlen, Michael H.

in CoRR (2019), abs/1902.04379

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See detailAnytime Approximation in Probabilistic Databases via Scaled Dissociations
Van den Heuvel, Maarten; Ivanov, Peter; Gatterbauer, Wolfgang; Geerts, Floris; Theobald, Martin

in Proceedings of the 2019 International Conference on Management of Data, SIGMOD Conference 2019, Amsterdam, The Netherlands, June 30 - July 5, 2019 (2019, June 22)

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2018

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See detailProceedings - 2017 ILILAS Distinguished Lectures
Bouvry, Pascal; Bisdorff, Raymond; Schommer, Christoph; Sorger, Ulrich; Theobald, Martin; van der Torre, Leon

Report (2018)

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See detailSupporting Set Operations in Temporal-Probabilistic Databases
Papaioannou, Katerina; Theobald, Martin; Böhlen, Michael

in Proceedings of the 34th IEEE International Conference on Data Engineering, ICDE 2018, Paris, France, April 16-19, 2018 (2018, April 16)

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See detailInteractive feature selection for efficient customer recognition in contact centers: Dealing with common names.
Saberi, Morteza; Theobald, Martin; Hussain, Omar Khadeer; Chang, Elizabeth; Hussain, Farookh Khadeer

in Expert Systems with Applications (2018), 113

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See detailA General Framework for Anytime Approximation in Probabilistic Databases
Van den Heuvel, Maarten; Geerts, Floris; Theobald, Martin; Getterbauer, Wolfgang

in CoRR (2018), abs/1806.10078

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2017

See detailGCAI 2017: 3rd Global Conference on Artificial Intelligence, Miami, FL, USA, 18-22 October 2017
Benzmüller, Christoph; Lisetti, Christine; Theobald, Martin

Book published by EPiC Series in Computing, EasyChair (2017)

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See detailConcept Recognition in European and National Law
Nanda, Rohan; Siragusa, Giovanni; Di caro, Luigi; Theobald, Martin; Boella, Guido; Robaldo, Livio; Costamagna, Francesco

in proc. of The 30th international conference on Legal Knowledge and Information Systems (JURIX 2017) (2017)

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See detailQuery-Driven On-The-Fly Knowledge Base Construction
Nguyen, Dat Ba; Abujabal, Abdalghani; Tran, Khanh; Theobald, Martin; Weikum, Gerhard

in Proceedings of the VLDB Endowment (2017), 11(1), 66--79

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See detailJ-REED: Joint Relation Extraction and Entity Disambiguation
Nguyen, Dat Ba; Theobald, Martin; Weikum, Gerhard

in Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, CIKM 2017, Singapore, November 06 - 10, 2017 (2017)

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2016

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See detailLearning Tuple Probabilities
Dylla, Maximilian; Theobald, Martin

E-print/Working paper (2016)

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See detailDistributed Set Reachability
Gurajada, Sairam; Theobald, Martin

in Proceedings of the 2016 International Conference on Management of Data, SIGMOD Conference 2016, San Francisco, CA, USA, June 26 - July 01, 2016 (2016)

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See detailDistributed Processing of Generalized Graph-Pattern Queries in SPARQL 1.1
Gurajada, Sairam; Theobald, Martin

E-print/Working paper (2016)

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See detailJ-NERD: Joint Named Entity Recognition and Disambiguation with Rich Linguistic Features
Nguyen, Dat Ba; Theobald, Martin; Weikum, Gerhard

in TACL (2016), 4

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See detailSummary Generation for Temporal Extractions
Wang, Yafang; Ren, Zhaochun; Theobald, Martin; Dylla; Melo, Gerard De

in Database and Expert Systems Applications - 27th International Conference (DEXA 2016) (2016)

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