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2021

ExDRa: Exploratory Data Science on Federated Raw Data

Sebastian Baunsgaard, Matthias Boehm, Ankit Chaudhary, Behrouz Derakhshan, Stefan Geißelsöder, Philipp Marian Grulich, Michael Hildebrand, Kevin Innerebner, Volker Markl, Claus Neubauer, Sarah Osterburg, Olga Ovcharenko, Sergey Redyuk, Tobias Rieger, Alireza Rezaei Mahdiraji, Sebastian Benjamin Wrede, Steffen Zeuch

SIGMOD 2021

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Just Move It! Dynamic Parameter Allocation in Action

Alexander Renz-Wieland, Tobias Drobisch, Zoi Kaoudi, Rainer Gemulla, Volker Markl

Proc. VLDB Endow., 2707 - 2710. 2021

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HyMAC: A Hybrid Matrix Computation System

Zihao Chen, Zhizhen Xu, Chen Xu, Juan Soto, Volker Markl, Weining Qian, Aoying Zhou

Proc. VLDB Endow., 2699 - 2702. 2021

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Compliant Geo-distributed Query Processing

Kaustubh Beedkar, Jorge Quiane-Ruiz, Volker Markl

SIGMOD 2021

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Continuous Training and Deployment of Deep Learning Models

Ioannis Prapas, Behrouz Derakhshan, Alireza Rezaei Mahdiraji, Volker Markl

Datenbank Spektrum 2021

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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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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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From Cleaning before ML to Cleaning for ML

Felix Neutatz, Binger Chen, Ziawasch Abedjan, Eugene Wu

IEEE Data Engineering Bulletin 2021

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Hybrid Evaluation for Distributed Iterative Matrix Computation

Zihao Chen, Chen Xu, Juan Soto, Volker Markl, Weining Qian, Aoying Zhou

SIGMOD 2021

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Semi-Supervised Data Cleaning with Raha and Baran

Mohammad Mahdavi, Ziawash Abedjan

CIDR 2021

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