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The Case for Learned Spatial Indexes

Aug 24, 2020
Varun Pandey, Alexander van Renen, Andreas Kipf, Ibrahim Sabek, Jialin Ding, Alfons Kemper


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RadixSpline: A Single-Pass Learned Index

May 22, 2020
Andreas Kipf, Ryan Marcus, Alexander van Renen, Mihail Stoian, Alfons Kemper, Tim Kraska, Thomas Neumann

* Third International Workshop on Exploiting Artificial Intelligence Techniques for Data Management (aiDM 2020) 

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SOSD: A Benchmark for Learned Indexes

Nov 29, 2019
Andreas Kipf, Ryan Marcus, Alexander van Renen, Mihail Stoian, Alfons Kemper, Tim Kraska, Thomas Neumann

* NeurIPS 2019 Workshop on Machine Learning for Systems 

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