| bibtype |
C -
Conference Paper (international conference)
|
| ARLID |
0427989 |
| utime |
20240103204218.8 |
| mtime |
20140529235959.9 |
| title
(primary) (eng) |
A Homotopy Recursive-in-Model-Order Algorithm for Weighted LASSO |
| specification |
| page_count |
5 s. |
| media_type |
C |
|
| serial |
| ARLID |
cav_un_epca*0427988 |
| ISBN |
978-1-4799-2892-7 |
| title
|
2014 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) |
| page_num |
4179-4183 |
| publisher |
| place |
Piscataway |
| name |
IEEE |
| year |
2014 |
|
|
| keyword |
Sparse Linear Regression |
| keyword |
homotopy |
| keyword |
Levinson-Durbin algorithm |
| author
(primary) |
| ARLID |
cav_un_auth*0108100 |
| name1 |
Koldovský |
| name2 |
Zbyněk |
| full_dept (cz) |
Stochastická informatika |
| full_dept (eng) |
Department of Stochastic Informatics |
| department (cz) |
SI |
| department (eng) |
SI |
| institution |
UTIA-B |
| full_dept |
Department of Stochastic Informatics |
| fullinstit |
Ústav teorie informace a automatizace AV ČR, v. v. i. |
|
| author
|
| ARLID |
cav_un_auth*0101212 |
| name1 |
Tichavský |
| name2 |
Petr |
| full_dept (cz) |
Stochastická informatika |
| full_dept |
Department of Stochastic Informatics |
| department (cz) |
SI |
| department |
SI |
| institution |
UTIA-B |
| full_dept |
Department of Stochastic Informatics |
| fullinstit |
Ústav teorie informace a automatizace AV ČR, v. v. i. |
|
| source |
|
| cas_special |
| project |
| project_id |
GA14-11898S |
| agency |
GA ČR |
| country |
CZ |
| ARLID |
cav_un_auth*0303518 |
|
| abstract
(eng) |
A fast algorithm to solve weighted L1-minimization problems with N × N square “measuring” matrices is proposed. The method is recursive-in-model-order and tracks a homotopy path that goes through solutions of the optimization sub-tasks in the order of 1 through N. It thus yields solutions for all model orders and performs this task faster than the other compared methods. We show applications of this method in sparse linear system identification, in particular, the estimation of sparse target-cancellation filters for audio source separation. |
| action |
| ARLID |
cav_un_auth*0302998 |
| name |
2014 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) |
| place |
Florencie |
| dates |
04.05.2014-09.05.2014 |
| country |
IT |
|
| reportyear |
2015 |
| RIV |
BI |
| num_of_auth |
2 |
| presentation_type |
PO |
| inst_support |
RVO:67985556 |
| permalink |
http://hdl.handle.net/11104/0233817 |
| confidential |
S |
| arlyear |
2014 |
| mrcbU63 |
cav_un_epca*0427988 2014 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) 978-1-4799-2892-7 4179 4183 Piscataway IEEE 2014 IEEE Catalog Number: CFP14ICA-USB |
|