2903 search results - page 366 / 581 » The Dark Side of Object Learning: Learning Objects |
142
Voted
COLT
1997
Springer
15 years 7 months ago
1997
Springer
Abstract. We propose a convex optimization approach to solving the nonparametric regression estimation problem when the underlying regression function is Lipschitz continuous. This...
111
Voted
COLT
2006
Springer
15 years 7 months ago
2006
Springer
Stability is a common tool to verify the validity of sample based algorithms. In clustering it is widely used to tune the parameters of the algorithm, such as the number k of clust...
136
Voted
ICAD
2004
15 years 5 months ago
2004
This paper describes the concept and the realisation of a research prototype of a haptic environment that is enhanced with sound feedback to impart implicit knowledge and to teach...
103
Voted
CORR
2010
Springer
15 years 3 months ago
2010
Springer
This paper presents a method for improving any object tracking algorithm based on machine learning. During the training phase, important trajectory features are extracted which are...
108
Voted
JMLR
2006
15 years 3 months ago
2006
In this work we consider the task of relaxing the i.i.d. assumption in pattern recognition (or classification), aiming to make existing learning algorithms applicable to a wider r...