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(14 events)   Time zone: Conference local time zone  
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Spotlight
Tue Dec 04 03:30 PM -- 03:35 PM (EST) @ Room 517 CD
Differentially Private Testing of Identity and Closeness of Discrete Distributions
In Tue Track 3 -- Session 2
Jayadev Acharya · Ziteng Sun · Huanyu Zhang
Spotlight
Tue Dec 04 03:35 PM -- 03:40 PM (EST) @ Room 517 CD
Local Differential Privacy for Evolving Data
In Tue Track 3 -- Session 2
Matthew Joseph · Aaron Roth · Jonathan Ullman · Bo Waggoner
Spotlight
Tue Dec 04 03:40 PM -- 03:45 PM (EST) @ Room 517 CD
Differentially Private k-Means with Constant Multiplicative Error
In Tue Track 3 -- Session 2
Uri Stemmer · Haim Kaplan
Spotlight
Tue Dec 04 03:45 PM -- 03:50 PM (EST) @ Room 517 CD
A Spectral View of Adversarially Robust Features
In Tue Track 3 -- Session 2
Shivam Garg · Vatsal Sharan · Brian Zhang · Gregory Valiant
Oral
Tue Dec 04 03:50 PM -- 04:05 PM (EST) @ Room 517 CD
Model-Agnostic Private Learning
In Tue Track 3 -- Session 2
Raef Bassily · Abhradeep Guha Thakurta · Om Thakkar
[ Paper]  [ Video] 
Spotlight
Tue Dec 04 04:05 PM -- 04:10 PM (EST) @ Room 517 CD
Bounded-Loss Private Prediction Markets
In Tue Track 3 -- Session 2
Rafael Frongillo · Bo Waggoner
Spotlight
Tue Dec 04 04:10 PM -- 04:15 PM (EST) @ Room 517 CD
cpSGD: Communication-efficient and differentially-private distributed SGD
In Tue Track 3 -- Session 2
Naman Agarwal · Ananda Theertha Suresh · Felix Xinnan Yu · Sanjiv Kumar · Brendan McMahan
Spotlight
Tue Dec 04 04:15 PM -- 04:20 PM (EST) @ Room 517 CD
Adversarially Robust Generalization Requires More Data
In Tue Track 3 -- Session 2
Ludwig Schmidt · Shibani Santurkar · Dimitris Tsipras · Kunal Talwar · Aleksander Madry
Spotlight
Tue Dec 04 04:20 PM -- 04:25 PM (EST) @ Room 517 CD
Attacks Meet Interpretability: Attribute-steered Detection of Adversarial Samples
In Tue Track 3 -- Session 2
Guanhong Tao · Shiqing Ma · Yingqi Liu · Xiangyu Zhang
Oral
Tue Dec 04 04:25 PM -- 04:40 PM (EST) @ Room 517 CD
Learning to Solve SMT Formulas
In Tue Track 3 -- Session 2
Mislav Balunovic · Pavol Bielik · Martin Vechev
[ Video] 
Spotlight
Tue Dec 04 04:40 PM -- 04:45 PM (EST) @ Room 517 CD
Towards Robust Detection of Adversarial Examples
In Tue Track 3 -- Session 2
Tianyu Pang · Chao Du · Yinpeng Dong · Jun Zhu
Spotlight
Tue Dec 04 04:45 PM -- 04:50 PM (EST) @ Room 517 CD
Neural Architecture Search with Bayesian Optimisation and Optimal Transport
In Tue Track 3 -- Session 2
Kirthevasan Kandasamy · Willie Neiswanger · Jeff Schneider · Barnabas Poczos · Eric Xing
Spotlight
Tue Dec 04 04:50 PM -- 04:55 PM (EST) @ Room 517 CD
Data-Driven Clustering via Parameterized Lloyd's Families
In Tue Track 3 -- Session 2
Maria-Florina Balcan · Travis Dick · Colin White
Spotlight
Tue Dec 04 04:55 PM -- 05:00 PM (EST) @ Room 517 CD
Supervising Unsupervised Learning
In Tue Track 3 -- Session 2
Vikas Garg · Adam Kalai