1443 search results - page 149 / 289 » Learning Generative Models via Discriminative Approaches |
96
Voted
SIGIR
2004
ACM
15 years 6 months ago
2004
ACM
Document clustering has long been an important problem in information retrieval. In this paper, we present a new clustering algorithm ASI1, which uses explicitly modeling of the s...
86
Voted
JMLR
2010
14 years 7 months ago
2010
We present a new estimation principle for parameterized statistical models. The idea is to perform nonlinear logistic regression to discriminate between the observed data and some...
118
Voted
ACL
2012
13 years 3 months ago
2012
We propose a latent variable model to enhance historical analysis of large corpora. This work extends prior work in topic modelling by incorporating metadata, and the interactions...
129
Voted
ECCV
2006
Springer
16 years 2 months ago
2006
Springer
The objective of this work is the detection of object classes, such as airplanes or horses. Instead of using a model based on salient image fragments, we show that object class det...
93
Voted
JMLR
2010
14 years 7 months ago
2010
Virtually all methods of learning dynamic systems from data start from the same basic assumption: the learning algorithm will be given a sequence of data generated from the dynami...