Search Results for author: Mohammad Hosein Movasaghinia

Found 1 papers, 0 papers with code

Out-Of-Domain Unlabeled Data Improves Generalization

no code implementations29 Sep 2023 Amir Hossein Saberi, Amir Najafi, Alireza Heidari, Mohammad Hosein Movasaghinia, Abolfazl Motahari, Babak H. Khalaj

From a theoretical standpoint, we apply our framework on the classification problem of a mixture of two Gaussians in $\mathbb{R}^d$, where in addition to the $m$ independent and labeled samples from the true distribution, a set of $n$ (usually with $n\gg m$) out of domain and unlabeled samples are given as well.

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