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20092025
most citedA convex pseudo-likelihood framework for high dimensional partial correlation estimation with convergence guarantees

118 citations · 689 across the 53 of their papers we have counts for

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5 papers · 1 filter

math.FA2014★ 9 cited

Preserving positivity for matrices with sparsity constraints

Dominique Guillot, Apoorva Khare, Bala Rajaratnam

Functions preserving Loewner positivity when applied entrywise to positive semidefinite matrices have been widely studied in the literature. Following the work of Schoenberg [Duke…

math.FA2014★ 23 cited

Preserving positivity for rank-constrained matrices

Dominique Guillot, Apoorva Khare, Bala Rajaratnam

Entrywise functions preserving the cone of positive semidefinite matrices have been studied by many authors, most notably by Schoenberg [Duke Math. J. 9, 1942] and Rudin [Duke Math…

math.FA2014★ 3 cited

On fractional Hadamard powers of positive block matrices

Dominique Guillot, Apoorva Khare, Bala Rajaratnam

Entrywise powers of matrices have been well-studied in the literature, and have recently received renewed attention in the regularization of high-dimensional correlation matrices.…

math.FA2013★ 2 cited

Loewner positive entrywise functions, and classification of measurable solutions of Cauchy's functional equations

Dominique Guillot, Apoorva Khare, Bala Rajaratnam

Entrywise functions preserving Loewner positivity have been studied by many authors, most notably Schoenberg and Rudin. Following their work, it is known that functions preserving…

math.FA2013★ 30 cited

Complete characterization of Hadamard powers preserving Loewner positivity, monotonicity, and convexity

Dominique Guillot, Apoorva Khare, Bala Rajaratnam

Entrywise powers of symmetric matrices preserving positivity, monotonicity or convexity with respect to the Loewner ordering arise in various applications, and have received much a…