|
|
|
|
|
inner product |
|
|
Mahalanobis distance ,
|
|
|
parameter divergence |
|
|
statistical divergence |
|
D,
|
Divergence and dual (reverse) divergence |
| Csiszár divergence
|
with
|
| Bregman divergence
|
|
| Canonical divergence
|
|
| Bhattacharyya distance |
|
| Jensen/Burbea-Rao divergence |
|
| Chernoff information |
|
|
F,
|
Potential functions related by Legendre–Fenchel transformation |
|
|
Riemannian distance
|
|
B,
|
basis, reciprocal basis |
|
|
natural basis |
|
|
covector basis (one-forms) |
|
|
contravariant components of vector v
|
|
|
covariant components of vector v
|
|
|
vector u is perpendicular to vector v () |
|
|
induced norm, length of a vector v
|
|
M, S
|
Manifold, submanifold |
|
|
tangent plane at p
|
|
|
Tangent bundle
|
|
|
space of smooth functions on M
|
|
|
space of smooth vector fields on M
|
|
|
direction derivative of f with respect to vector v
|
|
|
Vector fields |
|
|
metric tensor (field) |
|
|
local coordinates x in a chat
|
|
|
natural basis vector |
|
|
natural reciprocal basis vector |
| ∇ |
affine connection |
|
|
covariant derivative |
|
|
parallel transport of vectors along a smooth curve c
|
|
|
Parallel transport of along a smooth curve c
|
|
,
|
geodesic, geodesic with respect to connection ∇ |
|
|
Christoffel symbols of the first kind (functions) |
|
|
Christoffel symbols of the second kind (functions) |
|
R
|
Riemann–Christoffel curvature tensor |
|
|
Lie bracket
|
| ∇-projection |
|
|
-projection |
|
|
C
|
Amari–Chentsov totally symmetric cubic 3-covariant tensor |
|
|
parametric family of probability distributions |
|
|
exponential family, mixture family, probability simplex |
|
|
Fisher information matrix of family
|
|
|
Fisher Information Matrix (FIM) for a parametric family
|
|
|
Fisher information metric tensor field |
| exponential connection
|
|
| mixture connection
|
|
| expected skewness tensor
|
|
| expected -connections |
|
| ≡ |
equivalence of geometric structures |