Research
On-device research index

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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0111 · Sep 201719922001200920182026
2 results for “neuro-evolution”
Evolutionary Construction of Convolutional Neural Networkscs.NE

Evolutionary method constructs CNNs for data compression and classification.

problem Creating efficient CNNs for data compression and classification.
method Two-step approach using evolutionary algorithms: 1) Convolutional autoencoder, 2) Convolutional neural network. Compression trade-off considered.
result Framework achieves comparable accuracy to hand-crafted networks, demonstrating effectiveness.
neuro-evolutionconvolutional neural networksautoencodersdata compressionclassification
2019-01-02abs ↗pdf ↗
EDEN: Evolutionary Deep Networks for Efficient Machine Learningstat.ML

Deep neural networks continue to show improved performance with increasing depth, an encouraging trend that implies an explosion in the possible permutations of network architectures and hyperparameters for which there is little intuitive guidance. To address this increasing complexity, we propose Evolutionary DEep Net…

2017-09-26abs ↗pdf ↗