#Interpretability

3 articles with this tag

Hybrid AI Models Get Orthogonal
AI Research

Hybrid AI Models Get Orthogonal

OrthoReg, a novel regularization method, ensures clear separation between symbolic and neural components in hybrid dynamical systems, boosting interpretability and generalization.

1 day ago
Phase Dominance in AI Image Recognition
AI Research

Phase Dominance in AI Image Recognition

AI image classifiers exhibit a striking phase dominance for identity encoding, mirroring human vision principles, with architectural differences shaping its expression.

4 days ago
AI Research

Certified Circuits for Stable AI Explanations

New 'Certified Circuits' framework provides provable stability for AI model explanations, yielding more accurate and compact circuits.

4 months ago