| bibtype |
C -
Conference Paper (international conference)
|
| ARLID |
0377257 |
| utime |
20240103200923.5 |
| mtime |
20120608235959.9 |
| DOI |
10.1142/9789814383462_0020 |
| title
(primary) (eng) |
Polyhedral approach to statistical learning graphical models |
| specification |
| page_count |
27 s. |
| media_type |
P |
|
| serial |
| ARLID |
cav_un_epca*0377400 |
| ISBN |
978-981-4383-45-5 |
| title
|
Harmony of Gröbner Bases and the Modern Industrial Society |
| page_num |
346-372 |
| publisher |
| place |
Singapore |
| name |
World Scientific Press |
| year |
2012 |
|
|
| keyword |
Bayesian network stucture |
| keyword |
standard imset |
| keyword |
characteristic imset |
| keyword |
polyhedral geometry |
| author
(primary) |
| ARLID |
cav_un_auth*0101202 |
| name1 |
Studený |
| name2 |
Milan |
| full_dept (cz) |
Matematická teorie rozhodování |
| full_dept (eng) |
Department of Decision Making Theory |
| department (cz) |
MTR |
| department (eng) |
MTR |
| 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*0274176 |
| name1 |
Haws |
| name2 |
D. |
| country |
US |
|
| author
|
| ARLID |
cav_un_auth*0261765 |
| name1 |
Hemmecke |
| name2 |
R. |
| country |
DE |
|
| author
|
| ARLID |
cav_un_auth*0268009 |
| name1 |
Lindner |
| name2 |
S. |
| country |
DE |
|
| source |
|
| cas_special |
| project |
| project_id |
GA201/08/0539 |
| agency |
GA ČR |
| ARLID |
cav_un_auth*0239648 |
|
| abstract
(eng) |
The statistical task to learn graphical models of Bayesian network structure leads to the study of special polyhedra. In the paper, we offer an overview of our polyhedral approach to learning these statistical models. First, we report on the results on this topic from our recent papers. The second part of the paper brings some specific additional results inspired by this approach. |
| action |
| ARLID |
cav_un_auth*0281408 |
| name |
The 2nd CREST-SBM International Conference "Harmony of Groebner Bases and the Modern Industrial Society" |
| place |
Osaka |
| dates |
28.06.2012-2.07.2012 |
| country |
JP |
|
| reportyear |
2013 |
| RIV |
BA |
| num_of_auth |
4 |
| inst_support |
RVO:67985556 |
| permalink |
http://hdl.handle.net/11104/0209464 |
| arlyear |
2012 |
| mrcbU63 |
cav_un_epca*0377400 Harmony of Gröbner Bases and the Modern Industrial Society 978-981-4383-45-5 346 372 Singapore World Scientific Press 2012 |
|