1454 search results - page 106 / 291 » Learning and Extending Sublanguages |
145
Voted
ILP
2003
Springer
15 years 8 months ago
2003
Springer
The learning system Progol5 and the underlying inference method of Bottom Generalisation are firmly established within Inductive Logic Programming (ILP). But despite their success...
246
Voted
ABIALS
2008
Springer
15 years 5 months ago
2008
Springer
Abstract. Prediction and Planning are essential elements of successful human driving, making them equally important for autonomously driving systems. Many approaches achieve planni...
135
Voted
ESWS
2008
Springer
15 years 5 months ago
2008
Springer
Exploiting the complex structure of relational data enables to build better models by taking into account the additional information provided by the links between objects. We exten...
107
Voted
APPROX
2010
Springer
15 years 5 months ago
2010
Springer
In 2002 Jackson et al. [JKS02] asked whether AC0 circuits augmented with a threshold gate at the output can be efficiently learned from uniform random examples. We answer this ques...
126
Voted
NIPS
2007
15 years 5 months ago
2007
We present a general boosting method extending functional gradient boosting to optimize complex loss functions that are encountered in many machine learning problems. Our approach...