Search Results for author: Mohammad Reza Aref

Found 2 papers, 1 papers with code

Adjustable Privacy using Autoencoder-based Learning Structure

1 code implementation7 Apr 2023 Mohammad Ali Jamshidi, Hadi Veisi, Mohammad Mahdi Mojahedian, Mohammad Reza Aref

Inference centers need more data to have a more comprehensive and beneficial learning model, and for this purpose, they need to collect data from data providers.

Learning under Distribution Mismatch and Model Misspecification

no code implementations10 Feb 2021 Mohammad Saeed Masiha, Amin Gohari, Mohammad Hossein Yassaee, Mohammad Reza Aref

We study learning algorithms when there is a mismatch between the distributions of the training and test datasets of a learning algorithm.

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