1172 search results - page 89 / 235 » From Data Distributions to Regularization in Invariant Learn... |
138
Voted
CVPR
2010
IEEE
15 years 11 months ago
2010
IEEE
We address the task of learning a semantic segmentation from weakly supervised data. Our aim is to devise a system that predicts an object label for each pixel by making use of on...
146
Voted
IJCAI
1997
15 years 5 months ago
1997
Identifying user-dependent information that can be automatically collected helps build a user model by which 1) to predict what the user wants to do next and 2) to do relevant pre...
106
Voted
PAMI
2008
15 years 3 months ago
2008
In this paper, we develop a new effective multiple kernel learning algorithm. First, we map the input data into m different feature spaces by m empirical kernels, where each genera...
141
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PKDD
2010
Springer
15 years 2 months ago
2010
Springer
Abstract. One solution to the lack of label problem is to exploit transfer learning, whereby one acquires knowledge from source-domains to improve the learning performance in the t...
124
Voted
ICML
2005
IEEE
16 years 4 months ago
2005
IEEE
This paper is about constructing confidence bands around ROC curves. We first introduce to the machine learning community three band-generating methods from the medical field, and...