4 citations · 6 across the 3 of their papers we have counts for
3 papers
math.PR2019
The Pareto Record Frontier
James Allen Fill, Daniel Q. Naiman
For iid -dimensional observations with independent Exponential coordinates, consider the boundary (relative to the closed positive orthant), or "…
math.PR2019★ 4 cited
Generating Pareto records
James Allen Fill, Daniel Q. Naiman
We present, (partially) analyze, and apply an efficient algorithm for the simulation of multivariate Pareto records. A key role is played by minima of the record-setting region (we…
cs.LG2018★ 2 cited
Dual Principal Component Pursuit: Probability Analysis and Efficient Algorithms
Zhihui Zhu, Yifan Wang, Daniel P. Robinson +3
Recent methods for learning a linear subspace from data corrupted by outliers are based on convex and nuclear norm optimization and require the dimension of the subspace a…