Data-Efficient AI: An Uncertainty-Aware Information-Theoretic Approach

This research explores a novel approach to improving AI efficiency by leveraging uncertainty quantification. The information-theoretic perspective offers a promising framework for optimizing data usage in AI models.

• •Focuses on data efficiency in AI.
• •Employs an information-theoretic framework.
• •Emphasizes uncertainty awareness.