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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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0111 · Mar 201319922001200920182026
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Improved backpropagation with consequentialism weight updates for neural networks.

problem Improving backpropagation for neural networks, especially with mini-batch training.
method Introducing consequentialism weight updates derived from NLMS for multi-layer neural networks.
result The proposed method outperforms traditional BP and mini-batch training.