2934 search results - page 5 / 587 » Hypothesis Spaces for Learning |
ALT
2006
Springer
14 years 4 months ago
2006
Springer
NIPS
2001
13 years 8 months ago
2001
Classical statistical learning theory studies the generalisation performance of machine learning algorithms rather indirectly. One of the main detours is that algorithms are studi...
TCS
2011
13 years 2 months ago
2011
An active learner has a collection of data points, each with a label that is initially hidden but can be obtained at some cost. Without spending too much, it wishes to find a cla...
COLT
1993
Springer
13 years 11 months ago
1993
Springer
NIPS
2003
13 years 8 months ago
2003
We present a geometric approach to statistical shape analysis of closed curves in images. The basic idea is to specify a space of closed curves satisfying given constraints, and e...