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ICML
2005
IEEE
16 years 7 months ago
Heteroscedastic Gaussian process regression
This paper presents an algorithm to estimate simultaneously both mean and variance of a non parametric regression problem. The key point is that we are able to estimate variance l...
Alexander J. Smola, Quoc V. Le, Stéphane Ca...
146
Voted
ICRA
2007
IEEE
138views Robotics» more  ICRA 2007»
16 years 14 days ago
Barrier Coverage for Variable Bounded-Range Line-of-Sight Guards
Abstract— In this paper, we formalize the problem of barrier coverage, that is, the problem of preventing undetected intrusion in a particular region using robot sensors. We solv...
Stephen Kloder, Seth Hutchinson
ICPR
2000
IEEE
16 years 7 months ago
Motion Segmentation Using Feature Selection and Subspace Method Based on Shape Space
Motion segmentation using feature correspondences can be regarded as a combinatorial problem. A motion segmentation algorithm using feature selection and subspace method is propos...
Naoyuki Ichimura
PUK
2000
15 years 7 months ago
4SP: A four stage incremental planning approach
GraphPlan-like and SATPLAN-like planners have shown to outperform classical planners for most of the classical planning domains. However, these two propositional approaches do not ...
Eva Onaindia, Laura Sebastia, Eliseo Marzal
AMAI
2004
Springer
15 years 11 months ago
Generalized Opinion Pooling
In this paper we analyze the problem of opinion pooling. We introduce a divergence minimization framework to solve the problem of standard opinion pooling. Our results show that v...
Ashutosh Garg, T. S. Jayram, Shivakumar Vaithyanat...