1 citations · 1 across the 4 of their papers we have counts for
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Probabilistic Gradient Coding via Structure-Preserving Sparsification
Yuxin Jiang, Wenqin Zhang, Lele Wang
Gradient coding is a distributed computing technique aiming to provide robustness against slow or non-responsive computing nodes, known as stragglers, while balancing the computati…
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…
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…
Distributed Source Simulation With No Communication
Tomer Berg, Ofer Shayevitz, Young-Han Kim +1
We consider the problem of distributed source simulation with no communication, in which Alice and Bob observe sequences and respectively, drawn from a joint distributi…