| bibtype |
V -
Research Report
|
| ARLID |
0552153 |
| utime |
20231122150312.7 |
| mtime |
20220121235959.9 |
| title
(primary) (eng) |
Ockham's Razor from a Fully Probabilistic Design Perspective |
| publisher |
| place |
Praha |
| name |
ÚTIA AV ČR v. v. i., |
| pub_time |
2021 |
|
| specification |
| page_count |
7 s. |
| media_type |
P |
|
| edition |
| name |
Research Report |
| volume_id |
2391 |
|
| keyword |
Ockham’s Razor |
| keyword |
Hierarchical Fully Probabilistic Design |
| keyword |
Parametric Inference |
| keyword |
Fully Probabilistic Design |
| author
(primary) |
| ARLID |
cav_un_auth*0280054 |
| name1 |
Hoffmann |
| name2 |
A. |
| country |
US |
|
| author
|
| ARLID |
cav_un_auth*0370768 |
| name1 |
Quinn |
| name2 |
Anthony |
| institution |
UTIA-B |
| full_dept (cz) |
Adaptivní systémy |
| full_dept |
Department of Adaptive Systems |
| department (cz) |
AS |
| department |
AS |
| full_dept |
Department of Adaptive Systems |
| country |
IE |
| fullinstit |
Ústav teorie informace a automatizace AV ČR, v. v. i. |
|
| source |
|
| cas_special |
| project |
| project_id |
GA18-15970S |
| agency |
GA ČR |
| country |
CZ |
| ARLID |
cav_un_auth*0362986 |
|
| abstract
(eng) |
This research report investigates an approach to the design of an Ockham prior penalising parametric complexity in the Hierarchical Fully Probabilistic Design (HFPD) [1] setting. We identify a term which penalises the introduction of an additional parameter in the Wold decomposition. We also derive the objective Ockham Parameter Prior (OPI) in this context, based on earlier work [2], and we show that the two are, in fact, closely related. This confers validity on the HFPD Ockham term. |
| RIV |
BD |
| FORD0 |
10000 |
| FORD1 |
10100 |
| FORD2 |
10103 |
| reportyear |
2022 |
| mrcbC52 |
4 O 4o 20231122150312.7 |
| inst_support |
RVO:67985556 |
| permalink |
http://hdl.handle.net/11104/0327298 |
| confidential |
S |
| arlyear |
2021 |
| mrcbTft |
\nSoubory v repozitáři: 0552153.pdf |
| mrcbU10 |
2021 |
| mrcbU10 |
Praha ÚTIA AV ČR v.v.i., |
|