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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.

168,982 papers · 148 categories

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0111 · Sep 201819922001200920172026
2 results for “StackNet”
Predicting Fluid Intelligence of Children using T1-weighted MR Images and a StackNetcs.LG

StackNet predicts fluid intelligence from brain images of adolescents.

problem Predicting fluid intelligence in adolescents using brain imaging.
method Feature extraction, normalization, denoising, selection, StackNet architecture, 11 models, 3 layers, 10-fold cross-validation.
result StackNet achieves mean squared errors of 82.42 on training/validation and 94.25 on testing.
fluid intelligenceadolescent brainT1-weighted MRIStackNetcognitive prediction
2019-04-16abs ↗pdf ↗
StackNet: Stacking Parameters for Continual learningcs.LG

Training a neural network for a classification task typically assumes that the data to train are given from the beginning. However, in the real world, additional data accumulate gradually and the model requires additional training without accessing the old training data. This usually leads to the catastrophic forgettin…

2018-09-07abs ↗pdf ↗