1039 search results - page 58 / 208 » Kernels and Regularization on Graphs |
123
click to vote
TCS
2008
15 years 15 days ago
2008
This paper studies a novel paradigm for learning formal languages from positive and negative examples which consists of mapping strings to an appropriate highdimensional feature s...
111
Voted
JMLR
2011
14 years 7 months ago
2011
This paper1 presents novel algorithms and applications for a particular class of mixed-norm regularization based Multiple Kernel Learning (MKL) formulations. The formulations assu...
116
Voted
PKDD
2009
Springer
15 years 7 months ago
2009
Springer
Abstract. Gaussian processes have successfully been used to learn preferences among entities as they provide nonparametric Bayesian approaches for model selection and probabilistic...
101
click to vote
VLDB
1990
ACM
15 years 4 months ago
1990
ACM
In previous papers we have proposed a graphical query language for expressing traversal recursions in labelled, directed graphs. A fundamental feature of the language is the use o...
106
click to vote
FOCS
2009
IEEE
15 years 7 months ago
2009
IEEE
Polynomial time preprocessing to reduce instance size is one of the most commonly deployed heuristics to tackle computationally hard problems. In a parameterized problem, every in...