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110
Voted
ICPR
2000
IEEE
15 years 5 months ago
3-D Object Reconstruction Using Spatially Extended Voxels and Multi-Hypothesis Voxel Coloring
In this paper we describe a voxel-based 3-D reconstruction technique from multiple calibrated camera views that makes explicit use of the finite size footprint of a voxel when pr...
Eckehard G. Steinbach, Bernd Girod, Peter Eisert, ...
JMLR
2006
105views more  JMLR 2006»
15 years 21 days ago
Expectation Correction for Smoothed Inference in Switching Linear Dynamical Systems
We introduce a method for approximate smoothed inference in a class of switching linear dynamical systems, based on a novel form of Gaussian Sum smoother. This class includes the ...
David Barber
120
Voted
ML
2007
ACM
127views Machine Learning» more  ML 2007»
15 years 7 days ago
Density estimation with stagewise optimization of the empirical risk
We consider multivariate density estimation with identically distributed observations. We study a density estimator which is a convex combination of functions in a dictionary and ...
Jussi Klemelä
120
Voted
ML
2007
ACM
104views Machine Learning» more  ML 2007»
15 years 7 days ago
A general criterion and an algorithmic framework for learning in multi-agent systems
We offer a new formal criterion for agent-centric learning in multi-agent systems, that is, learning that maximizes one’s rewards in the presence of other agents who might also...
Rob Powers, Yoav Shoham, Thuc Vu
97
Voted
INFOCOM
2000
IEEE
15 years 5 months ago
Fair Bandwidth Sharing Among Virtual Networks: A Capacity Resizing Approach
Abstract—Virtual Private Networks (VPN) and link sharing are cost effective way of realizing corporate intranets. Corporate intranets will increasingly have to provide Integrated...
Rahul Garg, Huzur Saran