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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.

168,695 papers · 148 categories

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2 results for “MambaStock”

MambaStock: Selective state space model for stock predictioncs.CE

MambaStock predicts stock prices with high accuracy using a state space model.

problem Inaccurate stock price predictions due to nonlinearity in stock market data.

method Mamba-based state space model with selection mechanism and scan module.

result MambaStock outperforms previous methods in stock price prediction accuracy.

stock prediction time series modeling neural networks state space model nonlinearity

2024-02-29abs ↗pdf ↗

From Rattle to Roar: Optimizer Showdown for MambaStock on S&P 500q-fin.CP

New optimizers improve stock market forecasting accuracy.

problem Forecasting S&P 500 Index returns with MambaStock model.

method Evaluation of various optimizers (Adam, RMSProp, Lion, Roaree).

result Roaree optimizers combine faster training with reduced oscillations.

stock market optimization MambaStock S&P 500 Lion optimizer

2025-07-09abs ↗pdf ↗