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Bounds on KL divergence (behavior like a distance)

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#probability-theory #information-theory #information-geometry
756
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Relation between information geometry and geometric deep learning

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#riemannian-geometry #machine-learning #neural-networks #information-geometry
230
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Geodesic question

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#differential-geometry #riemannian-geometry #information-geometry
565
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Geodesic equation from Christoffel symbols

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#differential-geometry #riemannian-geometry #information-geometry
2.1k
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Determinant of Fisher information

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#statistics #information-theory #information-geometry
207
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Intuition behind defining the information of a random variable as being additive for independent events

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#statistics #information-theory #statistical-mechanics #fisher-information #information-geometry
104
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Is the Wasserstein distance the same down a Markov chain?

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#measure-theory #information-theory #lipschitz-functions #optimal-transport #information-geometry
200
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Is an exponential family the same as an exponentially convex set?

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#probability-theory #information-geometry
77
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Projection of a probability measure space onto its subspace via Wasserstein metric has a unique solution?

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#probability #optimal-transport #information-geometry
262
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Relationship between symmetrized KL-divergence and geodesics

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#information-theory #fisher-information #information-geometry
206
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Uniqueness condition for the em algorithm in information geometry

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#information-theory #information-geometry
146
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Why must a manifold be orientable to be able to induce a specific statistical manifold?

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#statistics #manifolds #information-geometry
390
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Calculating the tangent space of the manifold of probability measures on a finite set

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#differential-geometry #tangent-spaces #information-geometry
574
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Amari's Pythagorean theorem

Published on
#riemannian-geometry #geodesic #information-geometry
796
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Examples of non-positively Curvature Riemannian Manifolds

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#differential-geometry #reference-request #riemannian-geometry #hyperbolic-geometry #information-geometry

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