Bayesian Updates Compose Optically · Around

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Bayesian Updates Compose Optically · Around

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“Generalized Variational Inference”, 2019
Original
Jeremias Knoblauch, Jack Jewson and Theodoros Damoulas · 1904
Earlier work this paper cites.
“Generalized Lens Categories via functors 𝒞 op → 𝐂𝐚𝐭 \mathcal{C}^{\text{op}}\to\mathbf{Cat} ”, 2019
Original
David. Spivak · 1908
Earlier work this paper cites.
“A synthetic approach to Markov kernels, conditional independence and theorems on sufficient statistics”, 2019
Original
Tobias Fritz · 1908
Earlier work this paper cites.
“Supplying bells and whistles in symmetric monoidal categories”, 2019
Original
Brendan Fong and David Spivak · 1908
Earlier work this paper cites.
“Profunctor optics, a categorical update”, 2020
Original
Bryce Clarke et al · 2001
Earlier work this paper cites.
“Profunctor optics and traversals”, 2020
Original
Mario Román · 2001
Earlier work this paper cites.
“String Diagrams for Optics”, 2020
Original
Guillaume Boisseau · 2002
Earlier work this paper cites.

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Then

“Disintegration and Bayesian Inversion via String Diagrams”
Kenta Cho and Bart Jacobs · 2017
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“Commutative Semantics for Probabilistic Programming”
Sam Staton · 2017
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“A Convenient Category for Higher-Order Probability Theory”
Chris Heunen, Ohad Kammar, Sam Staton and Hongseok Yang · 2017
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“Categories of Optics”, 2018
Original
Mitchell Riley · 2018
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“Seven Sketches in Compositionality: An Invitation to Applied Category Theory”, 2018
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Brendan Fong and David. Spivak · 2018
Later among the works it cites.
“Grothendieck construction” Revision 62, 2020

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