918 search results - page 139 / 184 » Machine Learning Approach for Homepage Finding Task |
117
Voted
ICML
2004
IEEE
15 years 8 months ago
2004
IEEE
Nested dichotomies are a standard statistical technique for tackling certain polytomous classification problems with logistic regression. They can be represented as binary trees ...
106
Voted
WSDM
2010
ACM
15 years 12 months ago
2010
ACM
We describe a machine learning approach for predicting sponsored search ad relevance. Our baseline model incorporates basic features of text overlap and we then extend the model t...
128
Voted
ACL
2006
15 years 4 months ago
2006
Named Entity recognition (NER) is an important part of many natural language processing tasks. Current approaches often employ machine learning techniques and require supervised d...
123
click to vote
ICML
2007
IEEE
16 years 3 months ago
2007
IEEE
Inference tasks in Markov random fields (MRFs) are closely related to the constraint satisfaction problem (CSP) and its soft generalizations. In particular, MAP inference in MRF i...
125
click to vote
ICML
2005
IEEE
16 years 3 months ago
2005
IEEE
The conditional distribution of a discrete variable y, given another discrete variable x, is often specified by assigning one multinomial distribution to each state of x. The cost...