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.

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1 result for “EDFA”

Active Learning for High-Dimensional Binary Featurescs.LG

Active learning improves EDFA model accuracy with binary features.

problem Lack of labeled training data for EDFA devices.

method Active learning strategy for binary features using sparse linear models.

result Improved prediction and accelerated query generation.

active learning sparse linear models binary features EDFA optical amplifiers

2019-02-05abs ↗pdf ↗