2263 search results - page 116 / 453 » The Use of Functional and Logic Languages in Machine Learnin... |
123
Voted
CVPR
1997
IEEE
16 years 3 months ago
1997
IEEE
We propose a new machine learning paradigm called Graph Transformer Networks that extends the applicability of gradient-based learning algorithms to systems composed of modules th...
MPC
2004
Springer
15 years 7 months ago
2004
Springer
Abstract. Erasure of information incurs an increase in entropy and dissipates heat. Therefore, information-preserving computation is essential for constructing computers that use e...
108
click to vote
ECML
2006
Springer
15 years 5 months ago
2006
Springer
Abstract. Greedy machine learning algorithms suffer from shortsightedness, potentially returning suboptimal models due to limited exploration of the search space. Greedy search mis...
131
click to vote
ILP
2007
Springer
15 years 7 months ago
2007
Springer
In this chapter, we describe a view of statistical learning in the inductive logic programming setting based on kernel methods. The relational representation of data and background...
133
click to vote
IJCAI
2007
15 years 3 months ago
2007
We propose a novel variant of the conjugate gradient algorithm, Kernel Conjugate Gradient (KCG), designed to speed up learning for kernel machines with differentiable loss functio...