3449 search results - page 183 / 690 » A Framework for Multiple-Instance Learning |
97
Voted
NIPS
2004
15 years 4 months ago
2004
In this paper we present a framework for using multi-layer perceptron (MLP) networks in nonlinear generative models trained by variational Bayesian learning. The nonlinearity is h...
113
Voted
CIDU
2010
15 years 19 days ago
2010
Active learning has been successfully applied to many natural language processing tasks for obtaining annotated data in a cost-effective manner. We propose several extensions to an...
94
Voted
ICASSP
2011
IEEE
14 years 6 months ago
2011
IEEE
A new Bayesian model is proposed, integrating dictionary learning and topic modeling into a unified framework. The model is applied to cluster multiple images, and a subset of th...
131
Voted
ICDM
2008
IEEE
15 years 9 months ago
2008
IEEE
We consider the problem of Semi-supervised Learning (SSL) from general unlabeled data, which may contain irrelevant samples. Within the binary setting, our model manages to better...
137
Voted
JCP
2007
15 years 2 months ago
2007
Abstract— The convergence of the wireline telecom, wireless telecom, and internet networks and the services they provide offers tremendous opportunities in services personalizati...