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Distributed matrix factorization with MapReduce using a series of broadcast-joins [30]

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

Download Bibtex entry [31]

Scalable similarity-based neighborhood methods with MapReduce [32]

Schelter, Sebastian and Boden, Christoph and Markl, Volker

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

Download Bibtex entry [33]

"All roads lead to Rome": optimistic recovery for distributed iterative data processing [34]

Sebastian Schelter and Stephan Ewen and Kostas Tzoumas and Volker Markl

CIKM, 1919-1928. 2013

Download Bibtex entry [35]

Distributed matrix factorization with mapreduce using a series of broadcast-joins [36]

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

RecSys, 281-284. 2013

Download Bibtex entry [37]

Factorbird - a Parameter Server Approach to Distributed Matrix Factorization [38]

Sebastian Schelter and Venu Satuluri and Reza Zadeh

CoRR 2014

Download Bibtex entry [39]

Scaling Data Mining in Massively Parallel Dataflow Systems [40]

Schelter, Sebastian

Proceedings of the 2014 SIGMOD PhD Symposium. ACM, 11–15. 2014

Download Bibtex entry [41]

Efficient sample generation for scalable meta learning [42]

Sebastian Schelter and Juan Soto and Volker Markl and Douglas Burdick and Berthold Reinwald and Alexandre V. Evfimievski

31st IEEE International Conference on Data Engineering, ICDE 2015, Seoul, South Korea, April 13-17, 2015, 1191–1202. 2015

Download Bibtex entry [43]

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In the Land of Data Streams where Synopses are Missing, One Framework to Bring Them All [44]

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

Proc. VLDB Endow., 1818 - 1831. 2021

Download Bibtex entry [45]

The Operator Variant Selection Problem on Heterogeneous Hardware [46]

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

Download Bibtex entry [47]

WOLFE: Strength Reduction and Approximate Programming for Probabilistic Programming [48]

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

Download Bibtex entry [49]

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