1419 search results - page 89 / 284 » Approximation Methods for Supervised Learning |
107
Voted
NIPS
2001
15 years 1 months ago
2001
We present a new approach to the supervised learning of lateral interactions for the competitive layer model (CLM) dynamic feature binding architecture. The method is based on con...
AAAI
1997
15 years 1 months ago
1997
In many real-world domains, supervised learning requires a large number of training examples. In this paper, we describe an active learning method that uses a committee of learner...
100
Voted
CVPR
2011
IEEE
14 years 8 months ago
2011
IEEE
Supervised methods for learning an embedding aim to map high-dimensional images to a space in which perceptually similar observations have high measurable similarity. Most approac...
90
Voted
BMCBI
2008
15 years 18 days ago
2008
Background: Bioactivity profiling using high-throughput in vitro assays can reduce the cost and time required for toxicological screening of environmental chemicals and can also r...
93
Voted
ACL
2009
14 years 10 months ago
2009
In this paper, we present a reinforcement learning approach for mapping natural language instructions to sequences of executable actions. We assume access to a reward function tha...