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arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

168,657 papers · 148 categories

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2 results for “Modulo-SK”

Simple Modulo can Significantly Outperform Deep Learning-based Deepcodecs.IT

Modulo-SK outperforms Deepcode in error probability and feedback rounds.

problem Improving communication over noisy channels with deep learning.

method Combining classical SK scheme with modulo-arithmetic for deterministic feedback.

result Modulo-SK requires less feedback SNR and fewer rounds than Deepcode.

Modulo-SK Deepcode AWGN channel Deep Learning Feedback

2020-08-04abs ↗pdf ↗

Deepcode and Modulo-SK are Designed for Different Settingscs.IT

Two coding schemes designed for different settings are compared.

problem Comparing two coding schemes designed for different communication settings.

method Demonstrated through evaluation of Deepcode and Modulo-SK on the AWGN channel with coded feedback and unit delay.

result Deepcode outperforms Modulo-SK in settings with coded feedback and noisy feedback.

coding schemes AWGN channel coded feedback Deepcode Modulo-SK

2020-08-18abs ↗pdf ↗