15 citations · 108 across the 28 of their papers we have counts for
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math.ST2020★ 1 cited
A Statistical Perspective on Coreset Density Estimation
Paxton Turner, Jingbo Liu, Philippe Rigollet
Coresets have emerged as a powerful tool to summarize data by selecting a small subset of the original observations while retaining most of its information. This approach has led t…
cs.IT2020★ 6 cited
Minoration via Mixed Volumes and Cover's Problem for General Channels
Jingbo Liu
We give a complete solution to an open problem of Thomas Cover in 1987 about the capacity of a relay channel in the general discrete memoryless setting without any additional assum…
math.ST2020★ 2 cited
Efficient Interpolation of Density Estimators
Paxton Turner, Jingbo Liu, Philippe Rigollet
We study the problem of space and time efficient evaluation of a nonparametric estimator that approximates an unknown density. In the regime where consistent estimation is possible…