38 citations · 93 across the 7 of their papers we have counts for
6 papers · 1 filter
Measure Transformed Quasi Score Test with Application to Location Mismatch Detection
Koby Todros
In this paper, we develop a generalization of the Gaussian quasi score test (GQST) for composite binary hypothesis testing. The proposed test, called measure transformed GQST (MT-G…
Binary Hypothesis Testing via Measure Transformed Quasi Likelihood Ratio Test
Nir Halay, Koby Todros, Alfred O. Hero
In this paper, the Gaussian quasi likelihood ratio test (GQLRT) for non-Bayesian binary hypothesis testing is generalized by applying a transform to the probability distribution of…
Measure-Transformed Quasi Maximum Likelihood Estimation
Koby Todros, Alfred O. Hero
In this paper the Gaussian quasi maximum likelihood estimator (GQMLE) is generalized by applying a transform to the probability distribution of the data. The proposed estimator, ca…
Robust Multiple Signal Classification via Probability Measure Transformation
Koby Todros, Alfred O. Hero
In this paper, we introduce a new framework for robust multiple signal classification (MUSIC). The proposed framework, called robust measure-transformed (MT) MUSIC, is based on app…
Measure Transformed Independent Component Analysis
Koby Todros, Alfred O. Hero
In this paper we derive a new framework for independent component analysis (ICA), called measure-transformed ICA (MTICA), that is based on applying a structured transform to the pr…
On Measure Transformed Canonical Correlation Analysis
Koby Todros, Alfred O. Hero
In this paper linear canonical correlation analysis (LCCA) is generalized by applying a structured transform to the joint probability distribution of the considered pair of random…