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Some multivariate risk indicators: minimization by using a Kiefer-Wolfowitz a...
International audience -
Optimization and decision support methodology in mechanical design : Applicat...
In product design, the design phase called "embodiment design" results to define solutions describing main product characteristics, such as dimensions or standard... -
Adaptive sequential design for regression on multi-resolution bases
International audience -
On Stochastic Versions of the EM Algorithm
We compare three different stochastic versions of the EM algorithm: The SEM algorithm, the SAEM algorithm and the MCEM algorithm. We suggest that the most relevant... -
Average Competitive Learning Vector Quantization
We propose a new algorithm for vector quantization:Average Competitive Learning Vector Quantization(ACLVQ). It is a rather simple modi cation of the classical... -
On ergodic two-armed bandits
Published in at http://dx.doi.org/10.1214/10-AAP751 the Annals of Applied Probability (http://www.imstat.org/aap/) by the Institute of Mathematical Statistics... -
A stochastic algorithm finding generalized means on compact manifolds
International audience -
Recursive estimation for some deformation models
This thesis is devoted to the study of some semi-parametric deformation models.Our aim is to provide recursive methods, related to stochastic algorithms, in order to... -
A new sequential algorithm for L2-approximation and application to Monte-Carl...
We design a new stochastic algorithm (called SALT) that sequentially approximates a given function in L2 w.r.t. a probability measure, using a finite sample of the...
