9886 search results - page 210 / 1978 » Learning Compressible Models |
107
click to vote
EMNLP
2008
15 years 4 months ago
2008
We propose a new approach to language modeling which utilizes discriminative learning methods. Our approach is an iterative one: starting with an initial language model, in each i...
126
click to vote
CVPR
2007
IEEE
16 years 5 months ago
2007
IEEE
We introduce novel discriminative learning algorithms for dynamical systems. Models such as Conditional Random Fields or Maximum Entropy Markov Models outperform the generative Hi...
146
click to vote
CVPR
2005
IEEE
15 years 9 months ago
2005
IEEE
Here we explore a discriminative learning method on underlying generative models for the purpose of discriminating between object categories. Visual recognition algorithms learn m...
143
click to vote
ACL
2010
15 years 22 days ago
2010
One of the main obstacles to producing high quality joint models is the lack of jointly annotated data. Joint modeling of multiple natural language processing tasks outperforms si...
109
click to vote
JAIR
2007
15 years 3 months ago
2007
In this article, we work towards the goal of developing agents that can learn to act in complex worlds. We develop a a new probabilistic planning rule representation to compactly ...