31 citations · 34 across the 4 of their papers we have counts for
4 papers
Robust Density Estimation under Besov IPM Losses
Ananya Uppal, Shashank Singh, Barnabas Poczos
We study minimax convergence rates of nonparametric density estimation in the Huber contamination model, in which a proportion of the data comes from an unknown outlier distributio…
Nonparametric Density Estimation & Convergence Rates for GANs under Besov IPM Losses
Ananya Uppal, Shashank Singh, Barnabás Póczos
We study the problem of estimating a nonparametric probability density under a large family of losses called Besov IPMs, which include, for example, distances, tota…
Nonparametric Density Estimation under Adversarial Losses
Shashank Singh, Ananya Uppal, Boyue Li +3
We study minimax convergence rates of nonparametric density estimation under a large class of loss functions called "adversarial losses", which, besides classical l…
Spacing Distribution of a Bernoulli Sampled Sequence
Abigail L. Turner, Ananya Uppal, Peng Xu
We investigate the spacing distribution of sequence \[S_n=\left\{0,\frac{1}{n},\frac{2}{n},\dots,\frac{n-1}{n},1\right\}\] after Bernoulli sampling. We describe the closed form exp…