62 citations · 161 across the 11 of their papers we have counts for
14 papers
The Geometric Median and Applications to Robust Mean Estimation
Stanislav Minsker, Nate Strawn
This paper is devoted to the statistical and numerical properties of the geometric median, and its applications to the problem of robust mean estimation via the median of means pri…
Numerical Approximation of Andrews Plots with Optimal Spatial-Spectral Smoothing
Mitchell Rimerman, Nate Strawn
Andrews plots provide aesthetically pleasant visualizations of high-dimensional datasets. This work proves that Andrews plots (when defined in terms of the principal component scor…
Filament Plots for Data Visualization
Nate Strawn
The efficiency of modern computer graphics allows us to explore collections of space curves simultaneously with "drag-to-rotate" interfaces. This inspires us to replace "scatterplo…
Distributed Statistical Estimation and Rates of Convergence in Normal Approximation
Stanislav Minsker, Nate Strawn
This paper presents a class of new algorithms for distributed statistical estimation that exploit divide-and-conquer approach. We show that one of the key benefits of the divide-an…
Bayesian Graphical Models for Multivariate Functional Data
Hongxiao Zhu, Nate Strawn, David B. Dunson
Graphical models express conditional independence relationships among variables. Although methods for vector-valued data are well established, functional data graphical models rema…
Proceedings of the second "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'14)
L. Jacques, C. De Vleeschouwer, Y. Boursier +64
The implicit objective of the biennial "international - Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST) is to foster collaboration between interna…