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cs.LG2026
Causal Learning with Neural Assemblies
Evangelia Kopadi, Dimitris Kalles
Can Neural Assemblies -- groups of neurons that fire together and strengthen through co-activation -- learn the direction of causal influence between variables? While established a…
cs.LG2025
Governance by Evidence: Regulated Predictors in Decision-Tree Models
Alexios Veskoukis, Dimitris Kalles
Decision-tree methods are widely used on structured tabular data and are valued for interpretability across many sectors. However, published studies often list the predictors they…
cs.LG2024
Off-the-Shelf Neural Network Architectures for Forex Time Series Prediction come at a Cost
Theodoros Zafeiriou, Dimitris Kalles
Our study focuses on comparing the performance and resource requirements between different Long Short-Term Memory (LSTM) neural network architectures and an ANN specialized archite…