552 search results - page 16 / 111 » Direct Optimization of Ranking Measures |
114
Voted
SIGIR
2008
ACM
15 years 18 days ago
2008
ACM
A recommender system must be able to suggest items that are likely to be preferred by the user. In most systems, the degree of preference is represented by a rating score. Given a...
170
Voted
PAMI
2012
13 years 3 months ago
2012
Abstract—Given the size and confidence of pairwise local orderings, angular embedding (AE) finds a global ordering with a nearglobal optimal eigensolution. As a quadratic crite...
105
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KDD
2007
ACM
16 years 1 months ago
2007
ACM
We address the task of learning rankings of documents from search engine logs of user behavior. Previous work on this problem has relied on passively collected clickthrough data. ...
96
Voted
NIPS
2003
15 years 2 months ago
2003
The area under an ROC curve (AUC) is a criterion used in many applications to measure the quality of a classification algorithm. However, the objective function optimized in most...
AUTOMATICA
2002
15 years 16 days ago
2002
This paper considers the problem of designing a controller for an unknown plant based on input/output measurements. The new design method we propose is direct (no model identificat...