1443 search results - page 127 / 289 » Learning Generative Models via Discriminative Approaches |
184
Voted
ICML
2002
IEEE
16 years 1 months ago
2002
IEEE
A new approach to ensemble learning is introduced that takes ranking rather than classification as fundamental, leading to models on the symmetric group and its cosets. The approa...
119
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CVIU
2006
15 years 19 days ago
2006
We present algorithms for recognizing human motion in monocular video sequences, based on discriminative Conditional Random Field (CRF) and Maximum Entropy Markov Models (MEMM). E...
139
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SIGIR
2012
ACM
13 years 3 months ago
2012
ACM
We consider the task of suggesting related queries to users after they issue their initial query to a web search engine. We propose a machine learning approach to learn the probab...
97
Voted
CVPR
2007
IEEE
16 years 2 months ago
2007
IEEE
This paper proposes a discriminative framework for efficiently aligning images. Although conventional Active Appearance Models (AAM)-based approaches have achieved some success, t...
117
Voted
FLAIRS
2007
15 years 2 months ago
2007
The difficulty of domain knowledge acquisition is one of the most sensible challenges of intelligent tutoring systems. Relying on domain experts and building domain models from sc...