47 citations · 135 across the 17 of their papers we have counts for
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math.ST2019
Effect Inference from Two-Group Data with Sampling Bias
Dave Zachariah, Petre Stoica
In many applications, different populations are compared using data that are sampled in a biased manner. Under sampling biases, standard methods that estimate the difference betwee…
math.ST2015★ 42 cited
Online Hyperparameter-Free Sparse Estimation Method
Dave Zachariah, Petre Stoica
In this paper we derive an online estimator for sparse parameter vectors which, unlike the LASSO approach, does not require the tuning of any hyperparameters. The algorithm is base…
math.ST2015★ 18 cited
Cramer-Rao bound analog of Bayes rule
Dave Zachariah, Petre Stoica
In this lecture note, we show a general property of the Cramer-Rao bound (CRB) that quantifies the interdependencies between the parameters in a vector. The presented result is val…