In the rapidly evolving world of artificial intelligence, language models stand as pillars of innovation, learning from vast datasets to understand and generate human-like text. These models, however, ...

The information bottleneck (IB) principle is a powerful information‐theoretic framework that seeks to compress data representations while preserving the information most pertinent to a given task.

Deep learning is a branch of machine learning based on algorithms that try to model high-level abstract representations of data by using multiple processing layers with complex structures. One of the ...