2683 search results - page 22 / 537 » Machine learning problems from optimization perspective |
132
Voted
ICALT
2005
IEEE
15 years 7 months ago
2005
IEEE
In this paper we examine the semantic aspects of learning from both pedegogical and technological points of view. We suggest that if semantics are to fullfil their potential in th...
127
Voted
KDD
2002
ACM
16 years 2 months ago
2002
ACM
This paper presents an approach to automatically optimizing the retrieval quality of search engines using clickthrough data. Intuitively, a good information retrieval system shoul...
129
Voted
WWW
2008
ACM
16 years 2 months ago
2008
ACM
Sponsored search is one of the enabling technologies for today's Web search engines. It corresponds to matching and showing ads related to the user query on the search engine...
125
Voted
CGO
2009
IEEE
15 years 9 months ago
2009
IEEE
Recent work has shown that machine learning can automate and in some cases outperform hand crafted compiler optimizations. Central to such an approach is that machine learning tec...
109
Voted
ICCV
2007
IEEE
15 years 8 months ago
2007
IEEE
Kernel classifiers based on Support Vector Machines (SVM) have recently achieved state-of-the art results on several popular datasets like Caltech or Pascal. This was possible by...