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cs.IT2024
Latency-Distortion Tradeoffs in Communicating Classification Results over Noisy Channels
Noel Teku, Sudarshan Adiga, Ravi Tandon
In this work, the problem of communicating decisions of a classifier over a noisy channel is considered. With machine learning based models being used in variety of time-sensitive…
cs.IT2024
Generalization Bounds for Neural Belief Propagation Decoders
Sudarshan Adiga, Xin Xiao, Ravi Tandon +2
Machine learning based approaches are being increasingly used for designing decoders for next generation communication systems. One widely used framework is neural belief propagati…