Study Note on “Information Lattice Learning”
Published:
Information Lattice Learning1 (ILL) is a journal paper published in 2023 trying to address the explainability challenge of AI. Instead of predicting data X and target Y, it focuses on explaining the so-called “what makes X an X” (or “what makes X differ from Y”).
- Yu, Haizi, James A. Evans, and Lav R. Varshney. “Information lattice learning.” Journal of Artificial Intelligence Research 77 (2023): 971-1019.: https://www.jair.org/index.php/jair/article/view/14277 ↩