Higher-order Interpretations of Deepcode, a Learned Feedback Code

• Main Authors: Zhou, Yingyao, Devroye, Natasha, Turan, Gyorgy, Zefran, Milos
• Format: Journal Article
• Language: English
• Published: 21.08.2024
• Subjects: Computer Science - Information Theory; Mathematics - Information Theory

We present an interpretation of Deepcode, a learned feedback code that showcases higher-order error correction relative to an earlier interpretable model. By interpretation, we mean succinct analytical encoder and decoder expressions (albeit with learned parameters) in which the role of feedback in...