375 search results - page 16 / 75 » Bayesian Inference for Sparse Generalized Linear Models |
109
click to vote
ICIP
2004
IEEE
16 years 3 months ago
2004
IEEE
We propose a mixture of multiple linear models, also known as hybrid linear model, for a sparse representation of an image. This is a generalization of the conventional KarhunenLo...
166
click to vote
UAI
2008
15 years 3 months ago
2008
Numerous temporal inference tasks such as fault monitoring and anomaly detection exhibit a persistence property: for example, if something breaks, it stays broken until an interve...
140
click to vote
HYBRID
2000
Springer
15 years 5 months ago
2000
Springer
Abstract. Switching linear dynamic systems (SLDS) attempt to describe a complex nonlinear dynamic system with a succession of linear models indexed by a switching variable. Unfortu...
120
Voted
ECAI
2008
Springer
15 years 3 months ago
2008
Springer
This paper describes a novel method for explaining Bayesian network (BN) inference when the network is modeling a population of conditionally independent agents, each of which is m...
119
click to vote
CSDA
2006
15 years 1 months ago
2006
Generalized additive models (GAM) for modelling nonlinear effects of continuous covariates are now well established tools for the applied statistician. In this paper we develop Ba...