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Contributions to visual loop closure detection and environment topological se...
Date de rédaction: 2012 -
Bayesian parameter estimation of convective heat transfer coefficients of a r...
International audience -
Inverse problems occurring in uncertainty analysis
This thesis provides a probabilistic solution to inverse problems through Bayesian techniques.The inverse problem considered here is to estimate the distribution of a... -
Adaptive Importance Sampling and ABC methods with application to population g...
This thesis consists of two parts which can be read independently. The first part is about the Adaptive Multiple Importance Sampling (AMIS) algorithm presented in... -
A statistical-reaction-diffusion approach for analyzing expansion processes
International audience -
Probabilistic outlier detection in vibration spectra with small learning dataset
The issue of detecting abnormal vibrations from spectra is addressed in this article, when little is known both on the mechanical behavior of the system, and on the... -
Modelling macroeconomic effects and expert judgements in operational risk : a...
Publié in J. Operational Risk 7, 3-23 (Winter 2013) DOI : https://doi.org/10.21314/jop.2012.113 -
Iterated importance sampling in missing data problems
International audience -
An alternative competing risk model to the Weibull distribution in lifetime d...
A simple competing risk distribution as a possible alternative to the Weibull distribution in lifetime analysis is proposed. This distribution corresponds to the... -
Advanced Interacting Sequential Monte Carlo Sampling for Inverse Scattering
The following electromagnetism (EM) inverse problem is addressed. It consists in estimating local radioelectric properties of materials recovering an object from... -
Bayesian Unconditional Quantile Regression: An Analysis of Recent Expansions ...
We develop a reliable Bayesian inference for the RIF-regression model of Firpo, Fortin and Lemieux (Econometrica, 2009) in which we first estimate the log wage... -
A Bayesian Subjective Poverty Line, One Dollar a Day Revisited
This paper provides a new estimation of an international poverty line based on a Bayesian approach. We found that the official poverty lines of the poorest countries... -
Invariant conjugate analysis for exponential families
International audience -
Adaptive Bayesian Algorithms for the Estimation of Source Term in a Complex A...
International audience -
Robust Bayesian super-resolution approach via sparsity enforcing a priori for...
International audience -
A Bayesian Approach for Inverse Problems in Synthetic Aperture Radar Imaging
Synthetic Aperture Radar (SAR) imaging is a well-known technique in the domain of remote sensing, aerospace surveillance, geography and mapping. To obtain images of... -
A neuro-computational approach to decision-making and its contextual adjustment
Decision-making is the selection of an alternative according to our inner goals. Perceptual decisions, the selection of an action based on our perceptions, are made... -
Group-level impacts of within- and between-subject hemodynamic variability in...
International audience
