25 citations · 25 across the 2 of their papers we have counts for
2 papers
math.ST2025
Distribution free M-estimation
Felipe Areces, John C. Duchi
The basic question of delineating those statistical problems that are solvable without making any assumptions on the underlying data distribution has long animated statistics and l…
stat.ML2012★ 25 cited
Comunication-Efficient Algorithms for Statistical Optimization
Yuchen Zhang, John C. Duchi, Martin Wainwright
We analyze two communication-efficient algorithms for distributed statistical optimization on large-scale data sets. The first algorithm is a standard averaging method that distrib…