Search Results for author: Itai Alon

Found 2 papers, 1 papers with code

Learning minimal volume uncertainty ellipsoids

1 code implementation3 May 2024 Itai Alon, David Arnon, Ami Wiesel

We consider the problem of learning uncertainty regions for parameter estimation problems.

On the Optimization Landscape of Maximum Mean Discrepancy

no code implementations26 Oct 2021 Itai Alon, Amir Globerson, Ami Wiesel

Our analysis shows that that the MMD optimization landscape is benign in these cases, and therefore gradient based methods will globally minimize the MMD objective.

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