activity
20102026
most citedSparse/Robust Estimation and Kalman Smoothing with Nonsmooth Log-Concave Densities: Modeling, Computation, and Theory

53 citations · 143 across the 24 of their papers we have counts for

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Showing 2017Show all

2 papers · 1 filter

math.OC2017

Convex Geometry of the Generalized Matrix-Fractional Function

James V. Burke, Yuan Gao, Tim Hoheisel

Generalized matrix-fractional (GMF) functions are a class of matrix support functions introduced by Burke and Hoheisel as a tool for unifying a range of seemingly divergent matrix…

math.OC2017

Foundations of gauge and perspective duality

Alexandre Y. Aravkin, James V. Burke, Dmitriy Drusvyatskiy +2

We revisit the foundations of gauge duality and demonstrate that it can be explained using a modern approach to duality based on a perturbation framework. We therefore put gauge du…