Robust Density Estimation from Batches:
The Best Things in Life are (Nearly) Free
Ayush Jain 1 Alon Orlitsky 1
Abstract example shows that regardless of the number of samples
available, such corruption severely curtails the learning accu-
In many applications data are collected in batches, racy even for the simplest of tasks, a binary hypothesis test.
some potentially biased, corrupt, o ...
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