3556 search results - page 211 / 712 » Can machine learning be secure |
104
Voted
ICML
2005
IEEE
16 years 1 months ago
2005
IEEE
This paper presents an algorithm to estimate simultaneously both mean and variance of a non parametric regression problem. The key point is that we are able to estimate variance l...
87
Voted
ICML
2004
IEEE
16 years 1 months ago
2004
IEEE
We present an extension of Isomap nonlinear dimension reduction (Tenenbaum et al., 2000) for data with both spatial and temporal relationships. Our method, ST-Isomap, augments the...
98
Voted
ICALT
2005
IEEE
15 years 6 months ago
2005
IEEE
The authors will propose system integrated mechanisms, a Wiki platform for peer-reviewing, Link Grammar for automatically checking the students’ papers, and a RSS reader to peri...
100
Voted
COLT
2008
Springer
15 years 2 months ago
2008
Springer
Undirected graphs are often used to describe high dimensional distributions. Under sparsity conditions, the graph can be estimated using 1 penalization methods. However, current m...
103
Voted
NIPS
2008
15 years 2 months ago
2008
Many machine learning algorithms can be formulated in the framework of statistical independence such as the Hilbert Schmidt Independence Criterion. In this paper, we extend this c...