Sciweavers

348 search results - page 4 / 70
» Learning Determinantal Point Processes
Sort
View
EDUTAINMENT
2008
Springer
13 years 7 months ago
Efficient Method for Point-Based Rendering on GPUs
Abstract. We describe methods for high-performance and high-quality rendering of point models, including advanced shading, anti-aliasing, and transparency. we keep the rendering qu...
La-mei Yan, You-wei Yuan
NPL
2006
82views more  NPL 2006»
13 years 5 months ago
How Online Learning Approaches Ornstein Uhlenbeck Processes
We show that under reasonable conditions, online learning for a nonlinear function near a local minimum is similar to a multivariate Ornstein Uhlenbeck process. This implies that ...
Fredrik A. Dahl
NIPS
2004
13 years 7 months ago
Learning Gaussian Process Kernels via Hierarchical Bayes
We present a novel method for learning with Gaussian process regression in a hierarchical Bayesian framework. In a first step, kernel matrices on a fixed set of input points are l...
Anton Schwaighofer, Volker Tresp, Kai Yu
ICCV
2007
IEEE
14 years 7 months ago
Active Learning with Gaussian Processes for Object Categorization
Discriminative methods for visual object category recognition are typically non-probabilistic, predicting class labels but not directly providing an estimate of uncertainty. Gauss...
Ashish Kapoor, Kristen Grauman, Raquel Urtasun, Tr...
IEEEICCI
2002
IEEE
13 years 10 months ago
Program Comprehension as a Learning Process
The paper describes the process of program comprehension from the point of view of constructivist theory of learning. According to this view, program comprehension starts with the...
Václav Rajlich