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The 2021 schedule is still incomplete
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Spotlight
Thu Jul 22 07:00 PM -- 07:05 PM (PDT)
Explaining Time Series Predictions with Dynamic Masks
In Security and Transparency
Jonathan Crabbé · Mihaela van der Schaar
[ Paper ]
Spotlight
Thu Jul 22 07:05 PM -- 07:10 PM (PDT)
Neural Tangent Generalization Attacks
In Security and Transparency
Chia-Hung Yuan · Shan-Hung (Brandon) Wu
[ Paper ]
Spotlight
Thu Jul 22 07:10 PM -- 07:15 PM (PDT)
Understanding and Mitigating Accuracy Disparity in Regression
In Security and Transparency
Jianfeng Chi · Yuan Tian · Geoff Gordon · Han Zhao
[ Paper ]
Spotlight
Thu Jul 22 07:15 PM -- 07:20 PM (PDT)
Backdoor Scanning for Deep Neural Networks through K-Arm Optimization
In Security and Transparency
Guangyu Shen · Yingqi Liu · Guanhong Tao · Shengwei An · Qiuling Xu · Siyuan Cheng · Shiqing Ma · Xiangyu Zhang
[ Paper ]
Spotlight
Thu Jul 22 07:20 PM -- 07:25 PM (PDT)
DANCE: Enhancing saliency maps using decoys
In Security and Transparency
Yang Lu · Wenbo Guo · Xinyu Xing · William Stafford Noble
[ Paper ]
Spotlight
Thu Jul 22 07:25 PM -- 07:30 PM (PDT)
Blind Pareto Fairness and Subgroup Robustness
In Security and Transparency
Natalia Martinez Gil · Martin Bertran · Afroditi Papadaki · Miguel Rodrigues · Guillermo Sapiro
[ Paper ]
Spotlight
Thu Jul 22 07:30 PM -- 07:35 PM (PDT)
Testing DNN-based Autonomous Driving Systems under Critical Environmental Conditions
In Security and Transparency
Zhong Li · Minxue Pan · Tian Zhang · Xuandong Li
[ Paper ]
Spotlight
Thu Jul 22 07:35 PM -- 07:40 PM (PDT)
On the Problem of Underranking in Group-Fair Ranking
In Security and Transparency
Sruthi Gorantla · Amit Jayant Deshpande · Anand Louis
[ Paper ]
Spotlight
Thu Jul 22 07:40 PM -- 07:45 PM (PDT)
Testing Group Fairness via Optimal Transport Projections
In Security and Transparency
Nian Si · Karthyek Murthy · Jose Blanchet · Viet Anh Nguyen
[ Paper ]
Q&A
Thu Jul 22 07:45 PM -- 07:50 PM (PDT)
Q&A
In Security and Transparency