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FOCM
2007
94views more  FOCM 2007»
13 years 11 months ago
Trust-Region Methods on Riemannian Manifolds
A general scheme for trust-region methods on Riemannian manifolds is proposed and analyzed. Among the various approaches available to (approximately) solve the trust-region subpro...
Pierre-Antoine Absil, C. G. Baker, Kyle A. Galliva...
FOCM
2007
83views more  FOCM 2007»
13 years 11 months ago
Filled Julia Sets with Empty Interior Are Computable
We show that if a polynomial filled Julia set has empty interior, then it is computable.
Ilia Binder, Mark Braverman, Michael Yampolsky
FOCM
2007
54views more  FOCM 2007»
13 years 11 months ago
Smooth and Algebraic Invariants of a Group Action: Local and Global Constructions
We provide an algebraic formulation of the moving frame method for constructing local smooth invariants on a manifold under an action of a Lie group. This formulation gives rise t...
Evelyne Hubert, Irina A. Kogan
FOCM
2007
76views more  FOCM 2007»
13 years 11 months ago
Risk Bounds for Random Regression Graphs
We consider the regression problem and describe an algorithm approximating the regression function by estimators piecewise constant on the elements of an adaptive partition. The pa...
Andrea Caponnetto, Steve Smale
FOCM
2007
48views more  FOCM 2007»
13 years 11 months ago
Finiteness Theorems in Stochastic Integer Programming
Matthias Aschenbrenner, Raymond Hemmecke
FOCM
2007
48views more  FOCM 2007»
13 years 11 months ago
Integration and Optimization of Multivariate Polynomials by Restriction onto a Random Subspace
Abstract. We consider the problem of efficient integration of an n-variate polynomial with respect to the Gaussian measure in Rn and related problems of complex integration and opt...
Alexander I. Barvinok
FOCM
2007
55views more  FOCM 2007»
13 years 11 months ago
On Location and Approximation of Clusters of Zeros: Case of Embedding Dimension One
Isolated multiple zeros or clusters of zeros of analytic maps with several variables are known to be difficult to locate and approximate. This article is in the vein of the α-theo...
Marc Giusti, Grégoire Lecerf, Bruno Salvy, ...