24 citations · 56 across the 5 of their papers we have counts for
5 papers
Change-point estimation under adaptive sampling
Yan Lan, Moulinath Banerjee, George Michailidis
We consider the problem of locating a jump discontinuity (change-point) in a smooth parametric regression model with a bounded covariate. It is assumed that one can sample the cova…
On multi-view learning with additive models
Mark Culp, George Michailidis, Kjell Johnson
In many scientific settings data can be naturally partitioned into variable groupings called views. Common examples include environmental (1st view) and genetic information (2nd vi…
Statistical inverse problems in active network tomography
Earl Lawrence, George Michailidis, Vijayan N. Nair
The analysis of computer and communication networks gives rise to some interesting inverse problems. This paper is concerned with active network tomography where the goal is to rec…
Comment: Monitoring Networked Applications With Incremental Quantile Estimation
Earl Lawrence, George Michailidis, Vijayan N. Nair
Our comments are in two parts. First, we make some observations regarding the methodology in Chambers et al. [arXiv:0708.0302]. Second, we briefly describe another interesting netw…
Estimating heavy-tail exponents through max self-similarity
Stilian A. Stoev, George Michailidis, Murad S. Taqqu
In this paper, a novel approach to the problem of estimating the heavy-tail exponent alpha>0 of a distribution is proposed. It is based on the fact that block-maxima of size m of t…