Information Spaces
From ResearchWiki
Friday 10:45-12:05 MEB 3147
Talks
| Date | Paper(s) | Presenter |
|---|---|---|
| Bregman distances | ||
| 11 Jan | ||
| 18 Jan | ||
| 25 Jan | ||
| 1 Feb | ||
| 8 Feb | ||
| 15 Feb | ||
| 22 Feb | ||
| 29 Feb | ||
| 7 Mar | ||
| 14 Mar | ||
| 28 Mar | ||
| 4 Apr | ||
| 11 Apr | ||
| 18 Apr | ||
- Refresher on entropy, mutual information, KL-distance, Legendre-Fenchel duality: how it generalizes linear duality
- Bregman distances: generalization of projective duality, Voronoi diagrams
- Bregman distances and exponential families: the Cramer transform
- Csiszar and information distances
- Information distances and inference (Chernoff, Bhattacharya, KL, Jensen-Shannon)
- Mutual information geometry (?): embedding information distances, hellinger, jeffrey's prior
- Amari-style geometry: Cramer Rao theorem reinterpreted via Efron/Dawid as a statement about curvature
- Cencov's result: Fisher information as a "geometric invariant" under markov transforms
- alpha - divergences
- Jun Yang paper on the representability of bregman distances.
