Maximum Entropy and the Glasses You Are Looking Through
Abstract
We give an interpretation of the Maxi mum Entropy (MaxEnt) Principle in game theoretic terms. Based on this interpretation, we make a formal distinction between differ ent ways of applying Maximum Entropy dis tributions. MaxEnt has frequently been crit icized on the grounds that it leads to highly representation dependent results. Our dis tinction allows us to avoid this problem in many cases.
Cite
Text
Grünwald. "Maximum Entropy and the Glasses You Are Looking Through." Conference on Uncertainty in Artificial Intelligence, 2000.Markdown
[Grünwald. "Maximum Entropy and the Glasses You Are Looking Through." Conference on Uncertainty in Artificial Intelligence, 2000.](https://mlanthology.org/uai/2000/grunwald2000uai-maximum/)BibTeX
@inproceedings{grunwald2000uai-maximum,
title = {{Maximum Entropy and the Glasses You Are Looking Through}},
author = {Grünwald, Peter},
booktitle = {Conference on Uncertainty in Artificial Intelligence},
year = {2000},
pages = {238-246},
url = {https://mlanthology.org/uai/2000/grunwald2000uai-maximum/}
}