2005 IEEE International Conference on Acoustics, Speech, and Signal Processing
March 18-23, 2005 • Pennsylvania Convention Center/Marriott Hotel • Philadelphia, PA, USA
ICASSP
30th Anniversary
MLSP-L4: Learning Theory |
| Session Type: Lecture |
| Time: Wednesday, March 23, 15:30 - 17:30 |
| Location: CC: Room 108-A |
| Chair: Deniz Erdogmus, Oregon Graduate Institute |
| MLSP-L4.1: LEARNING MAPPINGS IN BRAIN MACHINE INTERFACES WITH ECHO STATE NETWORKS |
| Yadunandana Rao; University of Florida |
| Sung-Phil Kim; University of Florida |
| Justin Sanchez; University of Florida |
| Deniz Erdogmus; University of Florida |
| Jose Principe; University of Florida |
| Jose Carmena; Duke University |
| Mikhail Lebedev; Duke University |
| Miguel Nicolelis; Duke University |
| MLSP-L4.2: SELECTION OF TUNING PARAMETERS FOR SUPPORT VECTOR MACHINES |
| Victor Solo; University of Michigan, Ann Arbor |
| MLSP-L4.3: EFFECTS OF NORMS ON LEARNING PROPERTIES OF SUPPORT VECTOR MACHINES |
| Kazushi Ikeda; Kyoto University |
| Noboru Murata; Waseda University |
| MLSP-L4.4: A FAST TRAINING ALGORITHM FOR UNBIASED PROXIMAL SVM |
| Felipe Bastos; COPPE / UFRJ |
| Marcello Campos; COPPE / UFRJ |
| MLSP-L4.5: AN INFORMATION-THEORETIC PERSPECTIVE TO KERNEL INDEPENDENT COMPONENTS ANALYSIS |
| Jian-Wu Xu; University of Florida |
| Deniz Erdogmus; Oregon Graduate Institute,OHSU |
| Robert Jenssen; University of Tromsø |
| Jose Principe; University of Florida |
| MLSP-L4.6: A CLASS OF GRADIENT-ADAPTIVE STEP SIZE ALGORITHMS FOR COMPLEX-VALUED NONLINEAR NEURAL ADAPTIVE FILTERS |
| Su Lee Goh; Imperial College London |
| Danilo Mandic; Imperial College London |