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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.

169,051 papers · 148 categories

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0.3%0.5%0.8%0.1% · Feb 201919922001200920172026
1 result for “AstroNet”
Reducing Artificial Neural Network Complexity: A Case Study on Exoplanet Detectioncs.LG

Reduced CNN complexity for exoplanet detection without significant loss in accuracy.

problem Reducing the number of parameters in CNNs for time-series data.
method Two methods for complexity reduction in AstroNet: tactical reduction of layers and modification of input data.
result Non-substantial loss in accuracy with up to 85% reduction in training time.
CNN complexity reductionExoplanet detectionTime-series dataAstroNetGaussian pyramid
2019-02-27abs ↗pdf ↗