649 citations
- Carnegie Mellon UniversityUS23 papers
- Stanford UniversityUS20 papers
- Google (United States)US14 papers
- Georgia Institute of TechnologyUS13 papers
- Tel Aviv UniversityIL12 papers
- Cornell UniversityUS11 papers
- University of California, BerkeleyUS11 papers
- University College LondonGB10 papers
- Harvard University PressUS9 papers
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- Massachusetts Institute of TechnologyUS9 papers
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Showing cs.ITShow all
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cs.IT2021★ 2 cited
Autoregressive Belief Propagation for Decoding Block Codes
Eliya Nachmani, Lior Wolf
We revisit recent methods that employ graph neural networks for decoding error correcting codes and employ messages that are computed in an autoregressive manner. The outgoing mess…
cs.IT2019★ 23 cited
Hyper-Graph-Network Decoders for Block Codes
Eliya Nachmani, Lior Wolf
Neural decoders were shown to outperform classical message passing techniques for short BCH codes. In this work, we extend these results to much larger families of algebraic block…
cs.IT2013★ 107 cited
XORing Elephants: Novel Erasure Codes for Big Data
Maheswaran Sathiamoorthy, Megasthenis Asteris, Dimitris Papailiopoulos +4
Distributed storage systems for large clusters typically use replication to provide reliability. Recently, erasure codes have been used to reduce the large storage overhead of thre…