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Qd-tree: Learning Data Layouts for Big Data Analytics

Apr 22, 2020
Zongheng Yang, Badrish Chandramouli, Chi Wang, Johannes Gehrke, Yinan Li, Umar Farooq Minhas, Per-Åke Larson, Donald Kossmann, Rajeev Acharya

* ACM SIGMOD 2020 

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ALEX: An Updatable Adaptive Learned Index

May 21, 2019
Jialin Ding, Umar Farooq Minhas, Hantian Zhang, Yinan Li, Chi Wang, Badrish Chandramouli, Johannes Gehrke, Donald Kossmann, David Lomet


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On Human Intellect and Machine Failures: Troubleshooting Integrative Machine Learning Systems

Nov 24, 2016
Besmira Nushi, Ece Kamar, Eric Horvitz, Donald Kossmann

* 11 pages, Thirty-First AAAI conference on Artificial Intelligence 

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Crowd Access Path Optimization: Diversity Matters

Aug 11, 2015
Besmira Nushi, Adish Singla, Anja Gruenheid, Erfan Zamanian, Andreas Krause, Donald Kossmann

* 10 pages, 3rd AAAI Conference on Human Computation and Crowdsourcing (HCOMP 2015) 

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Discovering Valuable Items from Massive Data

Jun 02, 2015
Hastagiri P. Vanchinathan, Andreas Marfurt, Charles-Antoine Robelin, Donald Kossmann, Andreas Krause


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