Sciweavers

923 search results - page 51 / 185
» Requirements for Machine Lifelong Learning
Sort
View
97
Voted
ICIP
2003
IEEE
16 years 2 months ago
Histogram intersection kernel for image classification
In this paper we address the problem of classifying images, by exploiting global features that describe color and illumination properties, and by using the statistical learning pa...
Annalisa Barla, Francesca Odone, Alessandro Verri
115
Voted
ICML
2009
IEEE
16 years 1 months ago
Analytic moment-based Gaussian process filtering
We propose an analytic moment-based filter for nonlinear stochastic dynamic systems modeled by Gaussian processes. Exact expressions for the expected value and the covariance matr...
Marc Peter Deisenroth, Marco F. Huber, Uwe D. Hane...
ICML
2005
IEEE
16 years 1 months ago
Tempering for Bayesian C&RT
This paper concerns the experimental assessment of tempering as a technique for improving Bayesian inference for C&RT models. Full Bayesian inference requires the computation ...
Nicos Angelopoulos, James Cussens
87
Voted
ICALT
2006
IEEE
15 years 6 months ago
A Platform for CSCL Practice and Dissemination
CSCL practice and dissemination are problematic due to the lack of technical and pedagogical expertise, concrete training, and support for teachers. This paper describes a technol...
Jacques Lonchamp
92
Voted
ESANN
2008
15 years 2 months ago
Interpretable ensembles of local models for safety-related applications
Abstract. This paper discusses a machine learning approach for binary classification problems which satisfies the specific requirements of safety-related applications. The approach...
Sebastian Nusser, Clemens Otte, Werner Hauptmann