2829 search results - page 40 / 566 » Regularization Methods for Additive Models |
KDD
2004
ACM
16 years 5 days ago
2004
ACM
Past empirical work has shown that learning multiple related tasks from data simultaneously can be advantageous in terms of predictive performance relative to learning these tasks...
ICIP
2008
IEEE
16 years 1 months ago
2008
IEEE
Because more output data must be created than is available from the input, magnification is an ill-posed problem. Traditional magnification relies on resampling an interpolation mo...
TSMC
2008
14 years 11 months ago
2008
In most real-world problems, we either know little about the problems or the problems are too complex to have a clear vision on how to decompose them by hand. Thus, it is usually d...
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KDD
2004
ACM
16 years 5 days ago
2004
ACM
We devise a boosting approach to classification and regression based on column generation using a mixture of kernels. Traditional kernel methods construct models based on a single...
ECIR
2010
Springer
14 years 9 months ago
2010
Springer
Abstract. Traditional retrieval models assume that query terms are independent and rank documents primarily based on various term weighting strategies including TF-IDF and document...