Showing cs.LGShow all
2 papers · 1 filter
cs.LG2025
Towards Explainable and Reliable AI in Finance
Albi Isufaj, Pablo Mollá, Helmut Prendinger
Financial forecasting increasingly uses large neural network models, but their opacity raises challenges for trust and regulatory compliance. We present several approaches to expla…
cs.LG2025
Echo State Networks for Bitcoin Time Series Prediction
Mansi Sharma, Enrico Sartor, Marc Cavazza +1
Forecasting stock and cryptocurrency prices is challenging due to high volatility and non-stationarity, influenced by factors like economic changes and market sentiment. Previous r…