1854 search results - page 169 / 371 » On Kernel Methods for Relational Learning |
148
Voted
ICVGIP
2004
15 years 5 months ago
2004
We propose a new unsupervised learning method to obtain a layered pictorial structure (LPS) representation of an articulated object from video sequences. It will be seen that this...
126
click to vote
NIPS
1996
15 years 4 months ago
1996
Although TD-Gammon is one of the major successes in machine learning, it has not led to similar impressive breakthroughs in temporal difference learning for other applications or ...
127
Voted
ASUNAM
2010
IEEE
15 years 5 months ago
2010
IEEE
The goal of semi-supervised learning (SSL) methods is to reduce the amount of labeled training data required by learning from both labeled and unlabeled instances. Macskassy and Pr...
139
click to vote
ICML
2007
IEEE
16 years 4 months ago
2007
IEEE
We describe and analyze a simple and effective iterative algorithm for solving the optimization problem cast by Support Vector Machines (SVM). Our method alternates between stocha...
143
Voted
ICML
2010
IEEE
15 years 4 months ago
2010
IEEE
This paper studies the problem of learning from ambiguous supervision, focusing on the task of learning semantic correspondences. A learning problem is said to be ambiguously supe...