1015 search results - page 145 / 203 » Kernels for Multi--task Learning |
118
Voted
ICML
2004
IEEE
16 years 3 months ago
2004
IEEE
Collaborative and content-based filtering are two paradigms that have been applied in the context of recommender systems and user preference prediction. This paper proposes a nove...
136
Voted
ALT
2006
Springer
15 years 11 months ago
2006
Springer
This paper presents a novel paradigm for learning languages that consists of mapping strings to an appropriate high-dimensional feature space and learning a separating hyperplane i...
127
Voted
IJCNN
2006
IEEE
15 years 8 months ago
2006
IEEE
Abstract— While the model parameters of many kernel learning methods are given by the solution of a convex optimisation problem, the selection of good values for the kernel and r...
112
Voted
NIPS
2001
15 years 3 months ago
2001
We suggest a nonparametric framework for unsupervised learning of projection models in terms of density estimation on quantized sample spaces. The objective is not to optimally re...
129
Voted
ICCV
2009
IEEE
14 years 12 months ago
2009
IEEE
Poisson regression models the noisy output of a counting function as a Poisson random variable, with a log-mean parameter that is a linear function of the input vector. In this wo...