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Benjamin Hilprecht; Andreas Schmidt; Moritz Kulessa; Alejandro Molina; Kristian Kersting; Carsten Binnig

DeepDB: Learn from Data, not from Queries!

In: Proceedings of the VLDB Endowment (PVLDB), Vol. 13, No. 7, Pages 992-1005, Association for Computing Machinery (ACM), 2020.
Sounak Kar; Robin Rehrmann; Arpan Mukhopadhyay; Bastian Alt; Florin Ciucu; Heinz Koeppl; Carsten Binnig; Amr Rizk

On the Throughput Optimization in Large-scale Batch-processing Systems

In: Performance Evaluation, Vol. 144, Pages 0-10, Elsevier, 2020.
Nathaniel Weir; Prasetya Utama; Alex Galakatos; Andrew Crotty; Amir Ilkhechi; Shekar Ramaswamy; Rohin Bhushan; Nadja Geisler; Benjamin Hättasch; Steffen Eger; Ugur Çetintemel; Carsten Binnig

DBPal: A Fully Pluggable NL2SQL Training Pipeline

In: David Maier; Rachel Pottinger; AnHai Doan; Wang-Chiew Tan; Abdussalam Alawini; Hung Q. Ngo (Hrsg.). Proceedings of the 2020 International …
Tiemo Bang; Ismail Oukid; Norman May; Ilia Petrov; Carsten Binnig

Robust Performance of Main Memory Data Structures by Configuration

In: David Maier; Rachel Pottinger; AnHai Doan; Wang-Chiew Tan; Abdussalam Alawini; Hung Q. Ngo (Hrsg.). Proceedings of the 2020 International …
Leilani Battle; Philipp Eichmann; Marco Angelini; Tiziana Catarci; Giuseppe Santucci; Yukun Zheng; Carsten Binnig; Jean-Daniel Fekete; Dominik Moritz

Database Benchmarking for Supporting Real-Time Interactive Querying of Large Data

In: David Maier; Rachel Pottinger; AnHai Doan; Wang-Chiew Tan; Abdussalam Alawini; Hung Q. Ngo (Hrsg.). Proceedings of the 2020 International …
Philipp Eichmann; Emanuel Zgraggen; Carsten Binnig; Tim Kraska

IDEBench: A Benchmark for Interactive Data Exploration

In: David Maier; Rachel Pottinger; AnHai Doan; Wang-Chiew Tan; Abdussalam Alawini; Hung Q. Ngo (Hrsg.). Proceedings of the 2020 International …
Matthias Jasny; Tobias Ziegler; Tim Kraska; Uwe Röhm; Carsten Binnig

DB4ML - An In-Memory Database Kernel with Machine Learning Support

In: David Maier; Rachel Pottinger; AnHai Doan; Wang-Chiew Tan; Abdussalam Alawini; Hung Q. Ngo (Hrsg.). Proceedings of the 2020 International …
Tjitze Rienstra; Matthias Thimm; Kristian Kersting; Xiaoting Shao

Independence and D-separation in Abstract Argumentation

In: Diego Calvanese; Esra Erdem; Michael Thielscher (Hrsg.). Proceedings of the 17th International Conference on Principles of Knowledge …
Matej Petkovic; Michelangelo Ceci; Kristian Kersting; Saso Dzeroski

Estimating the Importance of Relational Features by Using Gradient Boosting

In: Denis Helic; Gerhard Leitner; Martin Stettinger; Alexander Felfernig; Zbigniew W. Ras (Hrsg.). Foundations of Intelligent Systems - 25th …
Robert Peharz; Steven Lang; Antonio Vergari; Karl Stelzner; Alejandro Molina; Martin Trapp; Guy Van den Broeck; Kristian Kersting; Zoubin Ghahramani

Einsum Networks: Fast and Scalable Learning of Tractable Probabilistic Circuits

In: Proceedings of the 37th International Conference on Machine Learning. International Conference on Machine Learning (ICML-2020), July 13-18, Pages …