2665 search results - page 225 / 533 » Bundle Methods for Machine Learning |
103
Voted
CORR
2002
Springer
15 years 2 months ago
2002
Springer
Research on bias in machine learning algorithms has generally been concerned with the impact of bias on predictive accuracy. We believe that there are other factors that should al...
135
Voted
ICML
2010
IEEE
15 years 1 months ago
2010
IEEE
Many clustering algorithms only find one clustering solution. However, data can often be grouped and interpreted in many different ways. This is particularly true in the high-dim...
133
Voted
ICML
2009
IEEE
16 years 3 months ago
2009
IEEE
We show how variational Bayesian inference can be implemented for very large generalized linear models. Our relaxation is proven to be a convex problem for any log-concave model. ...
109
Voted
ICML
2009
IEEE
16 years 3 months ago
2009
IEEE
The k q-flats algorithm is a generalization of the popular k-means algorithm where q dimensional best fit affine sets replace centroids as the cluster prototypes. In this work, a ...
131
Voted
ICML
2007
IEEE
16 years 3 months ago
2007
IEEE
Conditional log-linear models are a commonly used method for structured prediction. Efficient learning of parameters in these models is therefore an important problem. This paper ...