Y. Pantazis

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20112025

most citedA Relative Entropy Rate Method for Path Space Sensitivity Analysis of Stationary Complex Stochastic Dynamics

40 citations · 115 across the 23 of their papers we have counts for

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2 papers · 1 filter

math.ST2018★ 5 cited

Gaussian asymptotic limits for the $α$ -transformation in the analysis of compositional data

Yannis Pantazis, Michail Tsagris, Andrew T. A. Wood

Compositional data consists of vectors of proportions whose components sum to 1. Such vectors lie in the standard simplex, which is a manifold with boundary. One issue that has bee…

math.ST2017

Multiple Equivalent Solutions for the Lasso

Yannis Pantazis, Vincenzo Lagani, Paulos Charonyktakis +1

Feature selection is an important problem studied in data analytics seeking to identify a minimal-size feature subset that is optimally predictive for an outcome of interest. It is…

Gaussian asymptotic limits for the α-transformation in the analysis of compositional data

Multiple Equivalent Solutions for the Lasso

Gaussian asymptotic limits for the $α$ -transformation in the analysis of compositional data