| bibtype |
V -
Research Report
|
| ARLID |
0538247 |
| utime |
20240103225228.1 |
| mtime |
20210121235959.9 |
| title
(primary) (eng) |
Bayesian transfer learning between autoregressive inference tasks |
| publisher |
| place |
Praha |
| name |
ÚTIA AV ČR |
| pub_time |
2020 |
|
| specification |
|
| edition |
| name |
Research Report |
| volume_id |
2389 |
|
| keyword |
autoregression |
| keyword |
transfer learning |
| keyword |
Fully Probabilistic Design |
| keyword |
FPD |
| keyword |
food-commodities price prediction |
| author
(primary) |
| ARLID |
cav_un_auth*0403479 |
| name1 |
Barber |
| name2 |
Alec |
| institution |
UTIA-B |
| full_dept (cz) |
Adaptivní systémy |
| full_dept (eng) |
Department of Adaptive Systems |
| department (cz) |
AS |
| department (eng) |
AS |
| country |
IE |
| garant |
S |
| fullinstit |
Ústav teorie informace a automatizace AV ČR, v. v. i. |
|
| 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) |
Bayesian transfer learning typically relies on a complete stochastic dependence speci cation between source and target learners which allows the opportunity for Bayesian conditioning. We advocate that any requirement for the design or assumption of a full model between target and sources is a restrictive form of transfer learning. |
| RIV |
BD |
| FORD0 |
10000 |
| FORD1 |
10100 |
| FORD2 |
10102 |
| reportyear |
2021 |
| num_of_auth |
2 |
| mrcbC52 |
4 O 4o 20231122145512.8 |
| inst_support |
RVO:67985556 |
| permalink |
http://hdl.handle.net/11104/0316079 |
| confidential |
S |
| arlyear |
2020 |
| mrcbTft |
\nSoubory v repozitáři: 0538247.pdf |
| mrcbU10 |
2020 |
| mrcbU10 |
Praha ÚTIA AV ČR |
|