Measuring Leakage in Concept-Based Methods: An Information Theoretic Approach

Cite

Text

Makonnen et al. "Measuring Leakage in Concept-Based Methods: An Information Theoretic Approach." ICLR 2025 Workshops: XAI4Science, 2025.

Markdown

[Makonnen et al. "Measuring Leakage in Concept-Based Methods: An Information Theoretic Approach." ICLR 2025 Workshops: XAI4Science, 2025.](https://mlanthology.org/iclrw/2025/makonnen2025iclrw-measuring/)

BibTeX

@inproceedings{makonnen2025iclrw-measuring,
  title     = {{Measuring Leakage in Concept-Based Methods: An Information Theoretic Approach}},
  author    = {Makonnen, Mikael and Vandenhirtz, Moritz and Laguna, Sonia and Vogt, Julia E},
  booktitle = {ICLR 2025 Workshops: XAI4Science},
  year      = {2025},
  url       = {https://mlanthology.org/iclrw/2025/makonnen2025iclrw-measuring/}
}