Great work, Kevin, on breaking down such a complex concept! The way you structured the foundational ideas of the EPL Theorem really clarifies the interplay between evidence and belief systems.
Would love to see a discussion on the more practical side of this, specifically in ML.
The practical side will come, in understanding better how to create probabilistic models, including priors, that properly express the information we have -- but there are some foundations that have to be laid first.
Great work, Kevin, on breaking down such a complex concept! The way you structured the foundational ideas of the EPL Theorem really clarifies the interplay between evidence and belief systems.
Would love to see a discussion on the more practical side of this, specifically in ML.
The practical side will come, in understanding better how to create probabilistic models, including priors, that properly express the information we have -- but there are some foundations that have to be laid first.