| bibtype |
C -
Conference Paper (international conference)
|
| ARLID |
0411137 |
| utime |
20240103182304.6 |
| mtime |
20060210235959.9 |
| ISBN |
80-245-0546-0 |
| title
(primary) (eng) |
On maximization of the information divergence from an exponential family |
| publisher |
| place |
Prague |
| name |
University of Economics |
| pub_time |
2003 |
|
| specification |
|
| serial |
| title
|
Proceedings of the 6th Workshop on Uncertainty Processing |
| page_num |
199-204 |
| editor |
|
|
| keyword |
Kullback-Leibler divergence |
| keyword |
information projection |
| keyword |
exponential family |
| author
(primary) |
| 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. |
|
| author
|
| ARLID |
cav_un_auth*0213067 |
| name1 |
Ay |
| name2 |
N. |
| country |
DE |
|
| COSATI |
120 |
| cas_special |
| project |
| project_id |
IAA1075104 |
| agency |
GA AV ČR |
| ARLID |
cav_un_auth*0001799 |
|
| project |
| project_id |
GA402/01/0981 |
| agency |
GA ČR |
| ARLID |
cav_un_auth*0008962 |
|
| research |
CEZ:AV0Z1075907 |
| abstract
(eng) |
The information divergence of a probability measure P from an exponential family E over a finite set is defined as infimum of the divergences of P from Q subject to Q in E. For convex exponential families the local maximizers of this function of P are found. General exponential family E of dimension d is enlarged to an exponential family E* of the dimension at most 3d+2 such that the local maximizers are of zero divergence from E*. |
| action |
| ARLID |
cav_un_auth*0213068 |
| name |
WUPES 2003. Workshop on Uncertainty Processing /6./ |
| place |
Hejnice |
| country |
CZ |
| dates |
24.09.2003-27.09.2003 |
|
| RIV |
BA |
| department |
MTR |
| permalink |
http://hdl.handle.net/11104/0131224 |
| ID_orig |
UTIA-B 20030124 |
| arlyear |
2003 |
| mrcbU10 |
2003 |
| mrcbU10 |
Prague University of Economics |
| mrcbU12 |
80-245-0546-0 |
| mrcbU63 |
Proceedings of the 6th Workshop on Uncertainty Processing 199 204 |
| mrcbU67 |
Vejnarová J. 340 |
|