ICML 2021 Schedule

Spotlight

Fri Jul 23 11:00 AM -- 11:05 AM (KST)

Explaining Time Series Predictions with Dynamic Masks

In Security and Transparency

Jonathan Crabbé · Mihaela van der Schaar

[ Paper ]

Spotlight

Fri Jul 23 11:05 AM -- 11:10 AM (KST)

Neural Tangent Generalization Attacks

In Security and Transparency

Chia-Hung Yuan · Shan-Hung (Brandon) Wu

[ Paper ]

Spotlight

Fri Jul 23 11:10 AM -- 11:15 AM (KST)

Understanding and Mitigating Accuracy Disparity in Regression

In Security and Transparency

Jianfeng Chi · Yuan Tian · Geoff Gordon · Han Zhao

[ Paper ]

Spotlight

Fri Jul 23 11:15 AM -- 11:20 AM (KST)

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

Fri Jul 23 11:20 AM -- 11:25 AM (KST)

DANCE: Enhancing saliency maps using decoys

In Security and Transparency

Yang Lu · Wenbo Guo · Xinyu Xing · William Stafford Noble

[ Paper ]

Spotlight

Fri Jul 23 11:25 AM -- 11:30 AM (KST)

Blind Pareto Fairness and Subgroup Robustness

In Security and Transparency

Natalia Martinez Gil · Martin Bertran · Afroditi Papadaki · Miguel Rodrigues · Guillermo Sapiro

[ Paper ]

Spotlight

Fri Jul 23 11:30 AM -- 11:35 AM (KST)

Testing DNN-based Autonomous Driving Systems under Critical Environmental Conditions

In Security and Transparency

Zhong Li · Minxue Pan · Tian Zhang · Xuandong Li

[ Paper ]

Spotlight

Fri Jul 23 11:35 AM -- 11:40 AM (KST)

On the Problem of Underranking in Group-Fair Ranking

In Security and Transparency

Sruthi Gorantla · Amit Jayant Deshpande · Anand Louis

[ Paper ]

Spotlight

Fri Jul 23 11:40 AM -- 11:45 AM (KST)

Testing Group Fairness via Optimal Transport Projections

In Security and Transparency

Nian Si · Karthyek Murthy · Jose Blanchet · Viet Anh Nguyen

[ Paper ]

Q&A

Fri Jul 23 11:45 AM -- 11:50 AM (KST)

Q&A

In Security and Transparency