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Squared neural families
April 3, 2024
— April 3, 2024
functional analysis
probability
statistics
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Exponential families
Curved exponential families
Neural tangent kernel
Probabilistic neural nets
Information geometry
Neural mixtures of experts
Quantization
Last-layer Bayes neural nets
Figure 1:
Abraham Bosse,
Moyen vniuersel de pratiquer la perspectiue sur les tableaux, ou surfaces irregulieres : ensemble quelques particularitez concernant cet art, & celuy de la graueure en taille-douce (1653)
Generalisation of exponential families.
1
References
Tsuchida, Ong, and Sejdinovic. 2023.
“
Squared Neural Families: A New Class of Tractable Density Models
.”
