105 citations · 118 across the 13 of their papers we have counts for
3 papers · 1 filter
Robust Quickest Change Detection with Sampling Control
Yingze Hou, Hoda Bidkhori, Taposh Banerjee
The problem of quickest detection of a change in the distribution of a sequence of random variables is studied. The objective is to detect the change with the minimum possible dela…
Robust Quickest Change Detection in Multi-Stream Non-Stationary Processes
Yingze Hou, Hoda Bidkhori, Taposh Banerjee
The problem of robust quickest change detection (QCD) in non-stationary processes under a multi-stream setting is studied. In classical QCD theory, optimal solutions are developed…
Distributionally Robust Optimization as a Scalable Framework to Characterize Extreme Value Distributions
Patrick Kuiper, Ali Hasan, Wenhao Yang +4
The goal of this paper is to develop distributionally robust optimization (DRO) estimators, specifically for multidimensional Extreme Value Theory (EVT) statistics. EVT supports us…