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(12 events)   Time zone: Conference local time zone  
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Oral
Wed Jul 20 01:15 PM -- 01:35 PM (EDT) @ Room 309
Tight and Robust Private Mean Estimation with Few Users
In SA: Trustworthy Machine Learning
Shyam Narayanan · Vahab Mirrokni · Hossein Esfandiari
Spotlight
Wed Jul 20 01:35 PM -- 01:40 PM (EDT) @ Room 309
QSFL: A Two-Level Uplink Communication Optimization Framework for Federated Learning
In SA: Trustworthy Machine Learning
Liping Yi · Wang Gang · Liu Xiaoguang
Spotlight
Wed Jul 20 01:40 PM -- 01:45 PM (EDT) @ Room 309
Robustness and Accuracy Could Be Reconcilable by (Proper) Definition
In SA: Trustworthy Machine Learning
Tianyu Pang · Min Lin · Xiao Yang · Jun Zhu · Shuicheng Yan
Spotlight
Wed Jul 20 01:45 PM -- 01:50 PM (EDT) @ Room 309
Sanity Simulations for Saliency Methods
In SA: Trustworthy Machine Learning
Joon Kim · Gregory Plumb · Ameet Talwalkar
Spotlight
Wed Jul 20 01:50 PM -- 01:55 PM (EDT) @ Room 309
Out-of-Distribution Detection with Deep Nearest Neighbors
In SA: Trustworthy Machine Learning
Yiyou Sun · Yifei Ming · Jerry Zhu · Yixuan Li
Spotlight
Wed Jul 20 01:55 PM -- 02:00 PM (EDT) @ Room 309
Differentially Private Maximal Information Coefficients
In SA: Trustworthy Machine Learning
John Lazarsfeld · Aaron Johnson · Emmanuel Adeniran
Oral
Wed Jul 20 02:00 PM -- 02:20 PM (EDT) @ Room 309
Improved Rates for Differentially Private Stochastic Convex Optimization with Heavy-Tailed Data
In SA: Trustworthy Machine Learning
Gautam Kamath · Xingtu Liu · Huanyu Zhang
Spotlight
Wed Jul 20 02:20 PM -- 02:25 PM (EDT) @ Room 309
On the Difficulty of Defending Self-Supervised Learning against Model Extraction
In SA: Trustworthy Machine Learning
Adam Dziedzic · Nikita Dhawan · Muhammad Ahmad Kaleem · Jonas Guan · Nicolas Papernot
Spotlight
Wed Jul 20 02:25 PM -- 02:30 PM (EDT) @ Room 309
Adversarial Attack and Defense for Non-Parametric Two-Sample Tests
In SA: Trustworthy Machine Learning
Xilie Xu · Jingfeng Zhang · Feng Liu · Masashi Sugiyama · Mohan Kankanhalli
Spotlight
Wed Jul 20 02:30 PM -- 02:35 PM (EDT) @ Room 309
Certified Adversarial Robustness Under the Bounded Support Set
In SA: Trustworthy Machine Learning
Yiwen Kou · Qinyuan Zheng · Yisen Wang
Spotlight
Wed Jul 20 02:35 PM -- 02:40 PM (EDT) @ Room 309
Predicting Out-of-Distribution Error with the Projection Norm
In SA: Trustworthy Machine Learning
Yaodong Yu · Zitong Yang · Alexander Wei · Yi Ma · Jacob Steinhardt
Spotlight
Wed Jul 20 02:40 PM -- 02:45 PM (EDT) @ Room 309
Adversarially Robust Models may not Transfer Better: Sufficient Conditions for Domain Transferability from the View of Regularization
In SA: Trustworthy Machine Learning
Xiaojun Xu · Yibo Zhang · Evelyn Ma · Hyun Ho Son · Sanmi Koyejo · Bo Li