2665 search results - page 217 / 533 » Bundle Methods for Machine Learning |
115
Voted
FLAIRS
2010
15 years 5 months ago
2010
A vision-based machine learner is presented that learns characteristic hand and object movement patterns for using certain objects, and uses this information to recreate the "...
138
click to vote
UAI
1996
15 years 3 months ago
1996
This paper presents a Bayesian approach to learning the connectivity structure of a group of neurons from data on configuration frequencies. A major objective of the research is t...
98
Voted
ICML
2009
IEEE
16 years 3 months ago
2009
IEEE
Group-Lasso estimators, useful in many applications, suffer from lack of meaningful variance estimates for regression coefficients. To overcome such problems, we propose a full Ba...
128
Voted
ICML
2009
IEEE
16 years 3 months ago
2009
IEEE
In this paper, we extend the Hilbert space embedding approach to handle conditional distributions. We derive a kernel estimate for the conditional embedding, and show its connecti...
108
Voted
ICML
2007
IEEE
16 years 3 months ago
2007
IEEE
In this paper we consider the problem of classification in the presence of pairwise constraints, which consist of pairs of examples as well as a binary variable indicating whether...