Research

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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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1 result for “deepPINK”

DeepPINK: reproducible feature selection in deep neural networkscs.LG

DeepPINK improves reproducibility of deep neural networks by selecting features robustly.

problem Lack of interpretability and reproducibility in deep neural networks.

method Integrates feature selection with knockoffs framework in a new DNN architecture.

result Demonstrates improved reproducibility and robustness in feature selection.

deep learning feature selection reproducibility knockoffs deepPINK

2018-09-04abs ↗pdf ↗