CryptoMamba applies a Mamba state space model to Bitcoin price prediction, reporting better test-set RMSE and trading returns than baselines, but the generalization claim is undermined by validation results and missing error bars.
Bitcoin: A peer-to-peer electronic cash system
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.LG 1years
2025 1verdicts
REJECT 1roles
background 1polarities
background 1representative citing papers
citing papers explorer
-
CryptoMamba: Leveraging State Space Models for Accurate Bitcoin Price Prediction
CryptoMamba applies a Mamba state space model to Bitcoin price prediction, reporting better test-set RMSE and trading returns than baselines, but the generalization claim is undermined by validation results and missing error bars.