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126
Voted
COLT
1997
Springer
15 years 6 months ago
1997
Springer
Abstract. We propose a convex optimization approach to solving the nonparametric regression estimation problem when the underlying regression function is Lipschitz continuous. This...
113
Voted
SIAMJO
2008
15 years 1 months ago
2008
We consider a rather general class of mathematical programming problems with data uncertainty, where the uncertainty set is represented by a system of convex inequalities. We prove...
133
Voted
ICCV
2005
IEEE
16 years 3 months ago
2005
IEEE
We introduce a framework for computing statistically optimal estimates of geometric reconstruction problems. While traditional algorithms often suffer from either local minima or ...
129
Voted
SIGMETRICS
2010
ACM
15 years 2 months ago
2010
ACM
This paper addresses the problem of distributed resource allocation in general fork and join processing networks. The problem is motivated by the complicated processing requiremen...
116
Voted
CVPR
2006
IEEE
16 years 3 months ago
2006
IEEE
In this paper we propose a practical and efficient method for finding the globally optimal solution to the problem of pose estimation of a known object. We present a framework tha...