ExponentialFamilyManifolds.jl: Representing exponential families as Riemannian manifolds

Julia Submitted 30 December 2024Published 14 April 2025
Review

Editor: @lucaferranti (all papers)
Reviewers: @kellertuer (all reviews), @olivierverdier (all reviews)

Authors

Mykola Lukashchuk (0009-0003-3011-0825), Dmitry Bagaev (0000-0001-9655-7986), Albert Podusenko (0000-0002-8768-9765), İsmail Şenöz (0000-0001-7355-2138), Bert de Vries (0000-0003-0839-174X)

Citation

Lukashchuk et al., (2025). ExponentialFamilyManifolds.jl: Representing exponential families as Riemannian manifolds. The Proceedings of the JuliaCon Conferences, 7(70), 179, https://doi.org/10.21105/jcon.00179

@article{Lukashchuk2025, doi = {10.21105/jcon.00179}, url = {https://doi.org/10.21105/jcon.00179}, year = {2025}, publisher = {The Open Journal}, volume = {7}, number = {70}, pages = {179}, author = {Mykola Lukashchuk and Dmitry Bagaev and Albert Podusenko and İsmail Şenöz and Bert de Vries}, title = {ExponentialFamilyManifolds.jl: Representing exponential families as Riemannian manifolds}, journal = {Proceedings of the JuliaCon Conferences} }
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Exponential Family Manifold Optimization Optimization Probability Distributions

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ISSN 2642-4029