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2021

Continuous Training and Deployment of Deep Learning Models [30]

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

Datenbank Spektrum 2021

Download Bibtex entry [31]

Automated Feature Engineering for Algorithmic Fairness [32]

Ricardo Salazar Diaz, Felix Neutatz, Ziawasch Abedjan

Proc. VLDB Endow., 1694-1702 . 2021

Download Bibtex entry [33]

In the Land of Data Streams where Synopses are Missing, One Framework to Bring Them All [34]

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

Proc. VLDB Endow., 1818 - 1831. 2021

Download Bibtex entry [35]

From Cleaning before ML to Cleaning for ML [36]

Felix Neutatz, Binger Chen, Ziawasch Abedjan, Eugene Wu

IEEE Data Engineering Bulletin 2021

Download Bibtex entry [37]

Hybrid Evaluation for Distributed Iterative Matrix Computation [38]

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

SIGMOD 2021

Download Bibtex entry [39]

Semi-Supervised Data Cleaning with Raha and Baran [40]

Mohammad Mahdavi, Ziawash Abedjan

CIDR 2021

Download Bibtex entry [41]

Towards Resilient Data Management for the Internet of Moving Things [42]

Elena Beatriz Ouro Paz, Eleni Tzirita Zacharatou, Volker Markl

BTW 2021

Download Bibtex entry [43]

Parallelizing Intra-Window Join on Multicores: An Experimental Study [44]

Shuhao Zhang, Yancan Mao, Jiong He, Philipp Grulich, Steffen Zeuch, Bingsheng He, Richard Ma, Volker Markl

SIGMOD 2021

Download Bibtex entry [45]

Enforcing Constraints for Machine Learning Systems via Declarative Feature Selection: An Experimental Study [46]

Felix Neutatz, Felix Bießmann, Ziawasch Abedjan

SIGMOD 2021

Download Bibtex entry [47]

Expand your Training Limits! Generating Training Data for ML-based Data Management [48]

Francesco Ventura, Zoi Kaoudi, Jorge Arnulfo Quiane Ruiz, Volker Markl

SIGMOD 2021

Download Bibtex entry [49]

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