2022 COLT COLT 2022

Streaming Algorithms for Ellipsoidal Approximation of Convex Polytopes

Abstract

We give efficient deterministic one-pass streaming algorithms for finding an ellipsoidal approximation of a symmetric convex polytope. The algorithms are near-optimal in that their approximation factors differ from that of the optimal offline solution only by a factor sub-logarithmic in the aspect ratio of the polytope.

🧭 Keyword Pioneer — ellipsoidal approximation
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