Search Results for author: Sona Hunanyan

Found 2 papers, 0 papers with code

Guaranteed Optimal Generative Modeling with Maximum Deviation from the Empirical Distribution

no code implementations31 Jul 2023 Elen Vardanyan, Arshak Minasyan, Sona Hunanyan, Tigran Galstyan, Arnak Dalalyan

Generative modeling is a widely-used machine learning method with various applications in scientific and industrial fields.

Matching Map Recovery with an Unknown Number of Outliers

no code implementations24 Oct 2022 Arshak Minasyan, Tigran Galstyan, Sona Hunanyan, Arnak Dalalyan

If $n$ and $m$ are the sizes of these two sets, we assume that the matching map that should be recovered is defined on a subset of unknown cardinality $k^*\le \min(n, m)$.

Cannot find the paper you are looking for? You can Submit a new open access paper.