155 citations · 198 across the 21 of their papers we have counts for
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cs.IT2024
Low-Complexity Coding Techniques for Cloud Radio Access Networks
Nadim Ghaddar, Lele Wang
The problem of coding for the uplink and downlink of cloud radio access networks (C-RAN's) with users and relays is considered. It is shown that low-complexity coding schem…
cs.IT2024
An Information-Theoretic Framework for Out-of-Distribution Generalization with Applications to Stochastic Gradient Langevin Dynamics
Wenliang Liu, Guanding Yu, Lele Wang +1
We study the Out-of-Distribution (OOD) generalization in machine learning and propose a general framework that establishes information-theoretic generalization bounds. Our framewor…
cs.DS2024
Noisy Computing of the Threshold Function
Ziao Wang, Nadim Ghaddar, Banghua Zhu +1
Let denote the -out-of- threshold function: given input Boolean variables, the output is if and only if at least of the inputs are . We conside…