430 citations · 1.2k across the 40 of their papers we have counts for
Showing 2017Show all
3 papers · 1 filter
cs.DB2017
The Case for Learned Index Structures
Tim Kraska, Alex Beutel, Ed H. Chi +2
Indexes are models: a B-Tree-Index can be seen as a model to map a key to the position of a record within a sorted array, a Hash-Index as a model to map a key to a position of a re…
cs.LG2017★ 299 cited
Data Decisions and Theoretical Implications when Adversarially Learning Fair Representations
Alex Beutel, Jilin Chen, Zhe Zhao +1
How can we learn a classifier that is "fair" for a protected or sensitive group, when we do not know if the input to the classifier belongs to the protected group? How can we train…
cs.SI2017★ 5 cited
The Many Faces of Link Fraud
Neil Shah, Hemank Lamba, Alex Beutel +1
Most past work on social network link fraud detection tries to separate genuine users from fraudsters, implicitly assuming that there is only one type of fraudulent behavior. But i…