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Improving how AI understands human communication.

In machine learning, "informative" features are those that capture the most important relationships between different types of data (e.g., matching the sound of a voice to the movement of a speaker's lips). 6585mp4

Traditional methods often use the Hirschfeld-Gebelein-Rényi (HGR) maximal correlation, which is powerful but requires strict mathematical "whitening" constraints. These constraints make the math very difficult to calculate and unstable during training. Improving how AI understands human communication

Correlating different physical markers for identification. 6585mp4