Project-Team:ASPI

Project-Team Aspi

Members

Overall Objectives

Research Program

Interacting Monte Carlo methods and particle approximation of Feynman–Kac distributions
Statistics of HMM
Multilevel splitting for rare event simulation
Statistical learning: pattern recognition and nonparametric regression

Application Domains

Localisation, navigation and tracking
Rare event simulation

New Results

Adaptive multilevel splitting
Adaptive multilevel splitting as a Fleming–Viot system
Bias and variance reduction in rare event simulation
Simulation–based algorithms for the optimization of sensor deployment
Kalman Laplace filtering
Combining analog method and ensemble data assimilation
Markov–switching vector autoregressive models
Dependent time changed processes
An efficient algorithm for video super–resolution based on a sequential model
Reduced–order modeling of hidden dynamics

Bilateral Contracts and Grants with Industry

Bilateral contracts with industry
Bilateral grants with industry

Partnerships and Cooperations

Regional initiatives
National initiatives
International research visitors

Dissemination

Promoting scientific activities
Teaching, supervision, thesis committees
Participation in workshops, seminars, lectures, etc.

Bibliography

Major publications
Publications of the year
References in notes

Inria | Raweb 2015 | Presentation of the Project-Team ASPI | ASPI Web Site


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Section: Partnerships and Cooperations

International research visitors

Visits to international teams

François Le Gland has been invited by Joaquín Míguez to visit the department of signal theory and communications of Universidad Carlos III de Madrid, in February 2015.

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