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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.

168,694 papers · 148 categories

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1 result for “AdaSwarm”

AdaSwarm: Augmenting Gradient-Based optimizers in Deep Learning with Swarm Intelligencecs.NE

AdaSwarm optimizes deep learning models with swarm intelligence, outperforming Adam.

problem Optimization challenges in deep learning models.

method AdaSwarm uses EMPSO to approximate gradients for optimization.

result AdaSwarm outperforms Adam and handles various loss functions.

AdaSwarm Gradient approximation Swarm intelligence Deep learning Optimization

2020-05-19abs ↗pdf ↗