162 citations · 1.5k across the 218 of their papers we have counts for
Showing 2014 · stat.MLShow all
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stat.ML2014
On the Decreasing Power of Kernel and Distance based Nonparametric Hypothesis Tests in High Dimensions
Sashank J. Reddi, Aaditya Ramdas, Barnabás Póczos +2
This paper is about two related decision theoretic problems, nonparametric two-sample testing and independence testing. There is a belief that two recently proposed solutions, base…
stat.ML2014★ 93 cited
Fast and Flexible ADMM Algorithms for Trend Filtering
Aaditya Ramdas, Ryan J. Tibshirani
This paper presents a fast and robust algorithm for trend filtering, a recently developed nonparametric regression tool. It has been shown that, for estimating functions whose deri…
stat.ML2014★ 4 cited
Nonparametric Independence Testing for Small Sample Sizes
Aaditya Ramdas, Leila Wehbe
This paper deals with the problem of nonparametric independence testing, a fundamental decision-theoretic problem that asks if two arbitrary (possibly multivariate) random variable…