Anastasis Kratsios

Hyperbolic neural networks enhance tree structure representation in data science.

A new method enhances model accuracy through federated learning and kernel regression.

A study on kernel regression addressing overfitting and kernel function behaviors.

A novel method to improve machine learning performance on high-dimensional data.

Exploring the role of transformers in predicting sequential data outcomes.

Neural Spacetimes offer innovative representations for analyzing directed graphs in various fields.

This article discusses neural networks that effectively blend approximation and generalization.

Learn how SMPNNs manage complex data connections effectively.