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math.OC2020★ 2 cited
On the Computability of Continuous Maximum Entropy Distributions: Adjoint Orbits of Lie Groups
Jonathan Leake, Nisheeth K. Vishnoi
Given a point in the convex hull of a given adjoint orbit of a compact Lie group , we give a polynomial time algorithm to compute the probability density su…
math.OC2018★ 37 cited
Geodesic Convex Optimization: Differentiation on Manifolds, Geodesics, and Convexity
Nisheeth K. Vishnoi
Convex optimization is a vibrant and successful area due to the existence of a variety of efficient algorithms that leverage the rich structure provided by convexity. Convexity of…