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The 2021 schedule is still incomplete
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Oral
Wed Jul 21 07:00 PM -- 07:20 PM (PDT)
Can Subnetwork Structure Be the Key to Out-of-Distribution Generalization?
In Algorithms 2
Dinghuai Zhang · Kartik Ahuja · Yilun Xu · Yisen Wang · Aaron Courville
[ Paper ]
Spotlight
Wed Jul 21 07:20 PM -- 07:25 PM (PDT)
DORO: Distributional and Outlier Robust Optimization
In Algorithms 2
Runtian Zhai · Chen Dan · Zico Kolter · Pradeep Ravikumar
[ Paper ]
Spotlight
Wed Jul 21 07:25 PM -- 07:30 PM (PDT)
AdaXpert: Adapting Neural Architecture for Growing Data
In Algorithms 2
Shuaicheng Niu · Jiaxiang Wu · Guanghui Xu · Yifan Zhang · Yong Guo · Peilin Zhao · Peng Wang · Mingkui Tan
[ Paper ]
Spotlight
Wed Jul 21 07:30 PM -- 07:35 PM (PDT)
Neural SDEs as Infinite-Dimensional GANs
In Algorithms 2
Patrick Kidger · James Foster · Xuechen Li · Terry Lyons
[ Paper ]
Spotlight
Wed Jul 21 07:35 PM -- 07:40 PM (PDT)
Exact Optimization of Conformal Predictors via Incremental and Decremental Learning
In Algorithms 2
Giovanni Cherubin · Konstantinos Chatzikokolakis · Martin Jaggi
[ Paper ]
Spotlight
Wed Jul 21 07:40 PM -- 07:45 PM (PDT)
Mandoline: Model Evaluation under Distribution Shift
In Algorithms 2
Mayee Chen · Karan Goel · Nimit Sohoni · Fait Poms · Kayvon Fatahalian · Christopher Re
[ Paper ]
Spotlight
Wed Jul 21 07:45 PM -- 07:50 PM (PDT)
How and Why to Use Experimental Data to Evaluate Methods for Observational Causal Inference
In Algorithms 2
Amanda Gentzel · Purva Pruthi · David Jensen
[ Paper ]
Q&A
Wed Jul 21 07:50 PM -- 07:55 PM (PDT)
Q&A
In Algorithms 2