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Oral
Thu Jun 13 09:00 AM -- 09:20 AM (PDT) @ Seaside Ballroom
On Sparse Linear Regression in the Local Differential Privacy Model
Di Wang · Jinhui Xu
[ Oral
Oral
Thu Jun 13 09:20 AM -- 09:25 AM (PDT) @ Seaside Ballroom
Differentially Private Empirical Risk Minimization with Non-convex Loss Functions
Di Wang · Changyou Chen · Jinhui Xu
[ Slides [ Oral
Oral
Thu Jun 13 09:25 AM -- 09:30 AM (PDT) @ Seaside Ballroom
Bounding User Contributions: A Bias-Variance Trade-off in Differential Privacy
Kareem Amin · Alex Kulesza · andres munoz · Sergei Vassilvitskii
[ Slides [ Oral
Oral
Thu Jun 13 09:30 AM -- 09:35 AM (PDT) @ Seaside Ballroom
Differentially Private Learning of Geometric Concepts
Haim Kaplan · Yishay Mansour · Yossi Matias · Uri Stemmer
[ Slides [ Oral
Oral
Thu Jun 13 09:35 AM -- 09:40 AM (PDT) @ Seaside Ballroom
Toward Controlling Discrimination in Online Ad Auctions
L. Elisa Celis · Anay Mehrotra · Nisheeth Vishnoi
[ Slides [ Oral
Oral
Thu Jun 13 09:40 AM -- 10:00 AM (PDT) @ Seaside Ballroom
Learning Optimal Fair Policies
Razieh Nabi · Daniel Malinsky · Ilya Shpitser
[ Oral
Oral
Thu Jun 13 10:00 AM -- 10:05 AM (PDT) @ Seaside Ballroom
Fairness-Aware Learning for Continuous Attributes and Treatments
Jeremie Mary · ClĂ©ment Calauzènes · Noureddine El Karoui
[ Slides [ Oral
Oral
Thu Jun 13 10:05 AM -- 10:10 AM (PDT) @ Seaside Ballroom
Fairness risk measures
Robert C Williamson · Aditya Menon
[ Slides [ Oral