Squared neural families
2024-04-03 — 2024-04-03
Wherein a class of neural models is squared and is presented as a generalisation of exponential families, while their statistical structure is recast in terms of classical parametrisations and sufficient statistics.
functional analysis
probability
statistics
Generalisation of exponential families.
1 References
Tsuchida, Ong, and Sejdinovic. 2023. “Squared Neural Families: A New Class of Tractable Density Models.”