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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 “AdaBayes”
Bayesian filtering unifies adaptive and non-adaptive neural network optimization methodsstat.ML

Bayesian filtering unifies adaptive and non-adaptive neural network optimization methods.

problem Optimizing neural networks using standard methods like Adam and RMSprop.
method Formulated as Bayesian filtering, accounting for temporal dynamics of all parameters.
result Recover Adam and AdamW optimizers with competitive generalization performance.
Bayesian filteringneural network optimizationAdamRMSpropAdaBayes
2018-07-19abs ↗pdf ↗