 | 2009 |
|---|
| 7 |       | Hyeyoung Park,
Tomoko Ozeki:
Singularity and Slow Convergence of the EM algorithm for Gaussian Mixtures.
Neural Processing Letters 29(1): 45-59 (2009) |
| 2008 |
|---|
| 6 | | Florent Cousseau,
Tomoko Ozeki,
Shun-ichi Amari:
Dynamics of Learning in Multilayer Perceptrons Near Singularities.
IEEE Transactions on Neural Networks 19(8): 1313-1328 (2008) |
| 5 | | Haikun Wei,
Jun Zhang,
Florent Cousseau,
Tomoko Ozeki,
Shun-ichi Amari:
Dynamics of Learning Near Singularities in Layered Networks.
Neural Computation 20(3): 813-843 (2008) |
| 2006 |
|---|
| 4 | | Shun-ichi Amari,
Hyeyoung Park,
Tomoko Ozeki:
Singularities Affect Dynamics of Learning in Neuromanifolds.
Neural Computation 18(5): 1007-1065 (2006) |
| 2003 |
|---|
| 3 | | Shun-ichi Amari,
Tomoko Ozeki,
Hyeyoung Park:
Learning and inference in hierarchical models with singularities.
Systems and Computers in Japan 34(7): 34-42 (2003) |
| 2001 |
|---|
| 2 | | Shun-ichi Amari,
Tomoko Ozeki,
Hyeyoung Park:
Generalization Error and Training Error at Singularities of Multilayer Perceptrons.
IWANN (1) 2001: 325-332 |
| 1 | | Shun-ichi Amari,
Hyeyoung Park,
Tomoko Ozeki:
Geometrical Singularities in the Neuromanifold of Multilayer Perceptrons.
NIPS 2001: 343-350 |
