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cs.IT2021★ 1 cited
Learning under Distribution Mismatch and Model Misspecification
Saeed Masiha, Amin Gohari, Mohammad Hossein Yassaee +1
We study learning algorithms when there is a mismatch between the distributions of the training and test datasets of a learning algorithm. The effect of this mismatch on the genera…
cs.IT2021
A Strengthened Cutset Upper Bound on the Capacity of the Relay Channel and Applications
Abbas El Gamal, Amin Gohari, Chandra Nair
We develop a new upper bound on the capacity of the relay channel that is tighter than previously known upper bounds. This upper bound is proved using traditional weak converse tec…