Fourth Workshop in Exploiting AI Techniques for Data Management
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scholarly journals LEA: A Learned Encoding Advisor for Column Stores

2021 ◽  
Author(s):  
Lujing Cen ◽  
Andreas Kipf ◽  
Ryan Marcus ◽  
Tim Kraska
Keyword(s):  
Column Stores

Pre-Trained Web Table Embeddings for Table Discovery

2021 ◽  
Author(s):  
Michael Günther ◽  
Maik Thiele ◽  
Julius Gonsior ◽  
Wolfgang Lehner

Balancing Familiarity and Curiosity in Data Exploration with Deep Reinforcement Learning

2021 ◽  
Author(s):  
Aurélien Personnaz ◽  
Sihem Amer-Yahia ◽  
Laure Berti-Equille ◽  
Maximilian Fabricius ◽  
Srividya Subramanian
Keyword(s):  
Reinforcement Learning ◽  
Data Exploration
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