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Automated Feature Engineering for Algorithmic Fairness

Ricardo Salazar Diaz, Felix Neutatz, Ziawasch Abedjan

Proc. VLDB Endow., 1694-1702 . 2021

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WOLFE: Strength Reduction and Approximate Programming for Probabilistic Programming

Sebastian Robert Riedel and Sameer Singh and Vivek Srikumar and Tim Rocktäschel and Larysa Visengeriyeva and Jan Noessner

Statistical Relational Artificial Intelligence, Papers from the 2014 AAAI Workshop, Québec City, Québec, Canada, July 27, 2014 2014

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The Operator Variant Selection Problem on Heterogeneous Hardware

Viktor Rosenfeld and Max Heimel and Christoph Viebig and Volker Markl

International Workshop on Accelerating Data Management Systems Using Modern Processor and Storage Architectures - ADMS 2015, Kohala Coast, Hawaii, USA, August 31, 2015., 1–12. 2015

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In the Land of Data Streams where Synopses are Missing, One Framework to Bring Them All

Rudi Poepsel-Lemaitre, Martin Kiefer, Joscha von Hein, Jorge-Arnulfo Quiané-Ruiz, Volker Markl

Proc. VLDB Endow., 1818 - 1831. 2021

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“All Roads Lead to Rome:” Optimistic Recovery for Distributed Iterative Data Processing

Schelter, Sebastian and Ewen, Stephan and Tzoumas, Kostas and Markl, Volker

Proceedings of the ACM conference on Information and Knowledge Management} year={2013 2013

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Distributed matrix factorization with MapReduce using a series of broadcast-joins

Schelter, Sebastian and Boden, Christoph and Schenck, Martin and Alexandrov, Alexander and Markl, Volker

Proceedings of the 7th ACM conference on Recommender systems, 281–284. 2013

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Scalable similarity-based neighborhood methods with MapReduce

Schelter, Sebastian and Boden, Christoph and Markl, Volker

Proceedings of the sixth ACM conference on Recommender systems, 163–170. 2012

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"All roads lead to Rome": optimistic recovery for distributed iterative data processing

Sebastian Schelter and Stephan Ewen and Kostas Tzoumas and Volker Markl

CIKM, 1919-1928. 2013

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Distributed matrix factorization with mapreduce using a series of broadcast-joins

Sebastian Schelter and Christoph Boden and Martin Schenck and Alexander Alexandrov and Volker Markl

RecSys, 281-284. 2013

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Factorbird - a Parameter Server Approach to Distributed Matrix Factorization

Sebastian Schelter and Venu Satuluri and Reza Zadeh

CoRR 2014

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