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NIPS
2004
15 years 7 months ago
Validity Estimates for Loopy Belief Propagation on Binary Real-world Networks
We introduce a computationally efficient method to estimate the validity of the BP method as a function of graph topology, the connectivity strength, frustration and network size....
Joris M. Mooij, Hilbert J. Kappen
SIAMMAX
2010
113views more  SIAMMAX 2010»
15 years 1 months ago
Approximate Nullspace Iterations for KKT Systems
The aim of the paper is to provide a theoretical basis for approximate reduced SQP methods. In contrast to inexact reduced SQP methods, the forward and the adjoint problem accuraci...
Kazufumi Ito, Karl Kunisch, Volker Schulz, Ilia Gh...
CDC
2009
IEEE
177views Control Systems» more  CDC 2009»
15 years 7 months ago
Exponential stability region estimates for the State-Dependent Riccati Equation controllers
We investigate the nonlinear exponential stability of the State-Dependent Riccati Equation (SDRE)-based control. The SDRE technique is a nonlinear control method, which has emerged...
Insu Chang, Soon-Jo Chung
ICML
2007
IEEE
16 years 7 months ago
Simpler core vector machines with enclosing balls
The core vector machine (CVM) is a recent approach for scaling up kernel methods based on the notion of minimum enclosing ball (MEB). Though conceptually simple, an efficient impl...
András Kocsor, Ivor W. Tsang, James T. Kwok
ICCS
2009
Springer
16 years 28 days ago
On the Origin of Grid Species: The Living Application
We present the living application, a method to autonomously manage applications on the grid. During its execution on the grid, the living application makes choices on the resources...
Derek Groen, Stefan Harfst, Simon Portegies Zwart