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ORL
2008
88views more  ORL 2008»
15 years 6 months ago
Approximating integrals of multivariate exponentials: A moment approach
We propose a method to calculate lower and upper bounds of some exponential multivariate integrals using moment relaxations and show that they asymptotically converge to the value...
Dimitris Bertsimas, Xuan Vinh Doan, Jean B. Lasser...
MP
2006
134views more  MP 2006»
15 years 6 months ago
Cubic regularization of Newton method and its global performance
In this paper, we provide theoretical analysis for a cubic regularization of Newton method as applied to unconstrained minimization problem. For this scheme, we prove general local...
Yurii Nesterov, Boris T. Polyak
ORL
2008
116views more  ORL 2008»
15 years 6 months ago
Explicit gradient information in multiobjective optimization
This paper presents an algorithm that converges to points that satisfy a first order necessary condition of weakly Pareto solutions of multiobjective optimization problems. Hints ...
Ubaldo M. García-Palomares, Juan C. Burguil...
PAMI
2008
154views more  PAMI 2008»
15 years 6 months ago
Mutual Information for Lucas-Kanade Tracking (MILK): An Inverse Compositional Formulation
Mutual Information (MI) is popular for registration via function optimization. This work proposes an inverse compositional formulation of MI for Levenberg-Marquardt optimization. T...
Nicholas Dowson, Richard Bowden
167
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PPL
2008
94views more  PPL 2008»
15 years 6 months ago
Self-Stabilizing Graph Protocols
We provide self-stabilizing algorithms to obtain and maintain a maximal matching, maximal independent set or minimal dominating set in a given system graph. They converge in linea...
Wayne Goddard, Stephen T. Hedetniemi, David Pokras...