| bibtype |
J -
Journal Article
|
| ARLID |
0411094 |
| utime |
20240103182301.4 |
| mtime |
20060210235959.9 |
| title
(primary) (eng) |
Information Projections Revisited |
| specification |
|
| serial |
| ARLID |
cav_un_epca*0256723 |
| ISSN |
0018-9448 |
| title
|
IEEE Transactions on Information Theory |
| volume_id |
49 |
| volume |
6 (2003) |
| page_num |
1474-1490 |
| publisher |
| name |
Institute of Electrical and Electronics Engineers |
|
|
| keyword |
Kullback-Leibler divergence |
| keyword |
exponential family |
| keyword |
I-projection |
| author
(primary) |
| ARLID |
cav_un_auth*0015571 |
| name1 |
Csiszár |
| name2 |
I. |
| country |
HU |
|
| author
|
| ARLID |
cav_un_auth*0101161 |
| name1 |
Matúš |
| name2 |
František |
| institution |
UTIA-B |
| full_dept |
Department of Decision Making Theory |
| fullinstit |
Ústav teorie informace a automatizace AV ČR, v. v. i. |
|
| COSATI |
12A |
| COSATI |
120 |
| cas_special |
| project |
| project_id |
IAA1075104 |
| agency |
GA AV ČR |
| ARLID |
cav_un_auth*0001799 |
|
| research |
CEZ:AV0Z1075907 |
| abstract
(eng) |
The goal of this paper is to complete results available about I-projections, reverse I-projections, and their generalized versions, with focus on linear and exponential families. Pythagorean-like identities and inequalities are revisited and generalized, and generalized maximum-likelihood estimates for exponential families are introduced. The main tool is a new concept of extension of exponential families, based on our earlier results on convex cores of measures. |
| RIV |
BD |
| department |
MTR |
| permalink |
http://hdl.handle.net/11104/0131181 |
| ID_orig |
UTIA-B 20030081 |
| arlyear |
2003 |
| mrcbU63 |
cav_un_epca*0256723 IEEE Transactions on Information Theory 0018-9448 1557-9654 Roč. 49 č. 6 2003 1474 1490 Institute of Electrical and Electronics Engineers |
|