54 search results - page 1 / 11 » Second-order Learning Algorithm with Squared Penalty Term |
107
Voted
NIPS
1996
15 years 4 months ago
1996
This paper compares three penalty terms with respect to the efficiency of supervised learning, by using first- and second-order learning algorithms. Our experiments showed that fo...
127
Voted
ICPR
2008
IEEE
15 years 10 months ago
2008
IEEE
In pattern recognition, computer vision, and image processing, many approaches are based on second order operators. Well-known examples are second order networks, the 3D structure...
156
Voted
COLT
1995
Springer
15 years 7 months ago
1995
Springer
We investigate the problem of estimating the proportion vector which maximizes the likelihood of a given sample for a mixture of given densities. We adapt a framework developed for...
151
Voted
ISNN
2007
Springer
15 years 9 months ago
2007
Springer
Nonnegative Matrix and Tensor Factorization (NMF/NTF) and Sparse Component Analysis (SCA) have already found many potential applications, especially in multi-way Blind Source Separ...
121
click to vote
NPL
1998
15 years 3 months ago
1998
Adaptive artificial neural network techniques are introduced and applied to the factorization of 2-D second order polynomials. The proposed neural network is trained using a const...