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CORR
2010
Springer
114views Education» more  CORR 2010»
14 years 9 months ago
Settling the Polynomial Learnability of Mixtures of Gaussians
Given data drawn from a mixture of multivariate Gaussians, a basic problem is to accurately estimate the mixture parameters. We give an algorithm for this problem that has running ...
Ankur Moitra, Gregory Valiant
JUCS
2008
112views more  JUCS 2008»
14 years 9 months ago
Knowledge Processing in Intelligent Systems
Abstract: Intelligence and Knowledge play more and more important roles in building complex intelligent systems, for instance, intrusion detection systems, and operational analysis...
Longbing Cao, Ngoc Thanh Nguyen
RAS
2008
108views more  RAS 2008»
14 years 9 months ago
Towards long-lived robot genes
Robot projects are often evolutionary dead ends, with the software and hardware they produce disappearing without trace afterwards. Common causes include dependencies on uncommon ...
Paul M. Fitzpatrick, Giorgio Metta, Lorenzo Natale
ICCV
2007
IEEE
15 years 11 months ago
A Globally Optimal Algorithm for Robust TV-L1 Range Image Integration
Robust integration of range images is an important task for building high-quality 3D models. Since range images, and in particular range maps from stereo vision, may have a substa...
Christopher Zach, Thomas Pock, Horst Bischof
IV
2008
IEEE
112views Visualization» more  IV 2008»
15 years 4 months ago
Directions for Methodological Research in Information Visualization
—People within and outside the information visualization community are motivated to create new tools to address their own unique problems of understanding data. However, the tec...
Brock Craft, Paul A. Cairns