98 citations · 365 across the 61 of their papers we have counts for
Showing 2016 · cs.LGShow all
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cs.LG2016★ 2 cited
The Robustness of Estimator Composition
Pingfan Tang, Jeff M. Phillips
We formalize notions of robustness for composite estimators via the notion of a breakdown point. A composite estimator successively applies two (or more) estimators: on data decomp…
cs.LG2016★ 4 cited
Relative Error Embeddings for the Gaussian Kernel Distance
Di Chen, Jeff M. Phillips
A reproducing kernel can define an embedding of a data point into an infinite dimensional reproducing kernel Hilbert space (RKHS). The norm in this space describes a distance, whic…