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12/18/2021
Data-Driven Reachability analysis and Support set Estimation with Christoffel Functions
We present algorithms for estimating the forward reachable set of a dyna...
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06/24/2020
Fairness with Overlapping Groups
In algorithmically fair prediction problems, a standard goal is to ensur...
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01/30/2019
On the Consistency of Top-k Surrogate Losses
The top-k error is often employed to evaluate performance for challengin...
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06/18/2018
Kernel-based Outlier Detection using the Inverse Christoffel Function
Outlier detection methods have become increasingly relevant in recent ye...
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06/18/2018