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Distributed Machine Learning - but at what COST?

Christoph Boden, Tilmann Rabl, Volker Markl

ML Systems Workshop@ NIPS2017 2017

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PEEL: A Framework for benchmarking distributed systems and algorithms

Christoph Boden, Alexander Alexandrov, Andreas Kunft, Tilmann Rabl, Volker Markl

Ninth TPC Technology Conference on Performance Evaluation & Benchmarking (TPCTC 2017) @VLDB 2017 2017

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Towards Unsupervised Data Quality Validation on Dynamic Data

Sergey Redyuk, Volker Markl, Sebastian Schelter

presented at International Workshop on Explainability for Trustworthy ML Pipelines (ETMLP) 2020

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Multi-Level Alignments As An Extensible Representation Basis for Textual Entailment Algorithms

Tae-Gil Noh; Sebastian Padó; Vered Shwartz; Ido Dagan; Vivi Nastase; Kathrin Eichler; Lili Kotlerman; Meni Adler

Proceedings of *SEM 2015. Joint Conference on Lexical and Computational Semantics (*SEM-15), located at NAACL 2015 2015

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Efficient Storage and Analysis of Genome Data in Databases

Sebastian Dorok, Sebastian Breß, Jens Teubner, Horstfried Läpple, Gunter Saake, Volker Markl

Proceedings of 17th Conference on Database Systems for Business, Technology, and Web (BTW), LNI 2017, 423-442. 2017

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Unsupervised Discovery of Relations and Discriminative Extraction Patterns.

Alan Akbik, Larysa Visengeriyeva, Priska Herger, Holmer Hemsen, Alexander Löser

Proceedings of COLING 2012., 17-32. 2012

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TEG-REP: A Corpus of Textual Entailment Graphs based on Relation Extraction Patterns

Kathrin Eichler, Feiyu Xu, Hans Uszkoreit, Leonhard Hennig, Sebastian Krause

Proceedings of the 10th International Conference on Language Resources and Evaluation. International Conference on Language Resources and Evaluation (LREC-16) 2016

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Math-2 Task Overview

Schubotz Moritz; Aizawa Akiko; Kohlhase Michael; Ounis Iadh

Proceedings of the 11th NTCIR Conference, 88-98. 2014

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Towards materialized view selection for distributed databases

Leonardo Weiss Ferreira Chaves, Erik Buchmann, Fabian Hueske, Klemens Böhm

Proceedings of the 12th International Conference on Extending Database Technology: Advances in Database Technology (EDBT 09), 1088-1099. 2009

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