244 search results - page 9 / 49 » Budgeted Nonparametric Learning from Data Streams |
84
Voted
AAAI
2010
15 years 1 months ago
2010
Constructing models of mobile agents can be difficult without domain-specific knowledge. Parametric models flexible enough to capture all mobility patterns that an expert believes...
85
Voted
ICML
2005
IEEE
16 years 13 days ago
2005
IEEE
Predictive State Representations (PSRs) have shown a great deal of promise as an alternative to Markov models. However, learning a PSR from a single stream of data generated from ...
ICIP
2005
IEEE
16 years 1 months ago
2005
IEEE
In this paper, we present a novel learning based framework for performing super-resolution using multiple images. We model the image as an undirected graphical model over image pa...
MICCAI
2009
Springer
16 years 24 days ago
2009
Springer
Segmentation of medical images is commonly formulated as a supervised learning problem, where manually labeled training data are summarized using a parametric atlas. Summarizing th...
68
Voted
ICIP
2005
IEEE
16 years 1 months ago
2005
IEEE
In this paper we discuss a general framework for feature selection based on nonparametric statistics. The three stage approach we propose is based on the assumption that the avail...