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    <meta name="description" content="Applications of interacting particle systems to statistics"/>
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    <meta name="dc.date" content="(SCHEME=ISO8601) 2015-01"/>
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      <div class="TdmEntry">Research Program<ul><li><a href="uid11.html&#10;&#9;&#9;  ">Interacting Monte Carlo methods
and particle approximation of Feynman–Kac distributions</a></li><li><a href="uid14.html&#10;&#9;&#9;  ">Statistics of HMM</a></li><li><a href="uid21.html&#10;&#9;&#9;  ">Multilevel splitting for rare event simulation</a></li><li><a href="uid32.html&#10;&#9;&#9;  ">Statistical learning: pattern recognition
and nonparametric regression</a></li></ul></div>
      <div class="TdmEntry">Application Domains<ul><li><a href="uid36.html&#10;&#9;&#9;  ">Localisation, navigation and tracking</a></li><li><a href="uid41.html&#10;&#9;&#9;  ">Rare event simulation</a></li></ul></div>
      <div class="TdmEntry">New Results<ul><li><a href="uid43.html&#10;&#9;&#9;  ">Adaptive multilevel splitting</a></li><li><a href="uid44.html&#10;&#9;&#9;  ">Adaptive multilevel splitting
as a Fleming–Viot system</a></li><li><a href="uid45.html&#10;&#9;&#9;  ">Bias and variance reduction in rare event simulation</a></li><li><a href="uid46.html&#10;&#9;&#9;  ">Simulation–based algorithms for the
optimization of sensor deployment</a></li><li><a href="uid47.html&#10;&#9;&#9;  ">Kalman Laplace filtering</a></li><li><a href="uid48.html&#10;&#9;&#9;  ">Combining analog method and ensemble
data assimilation</a></li><li><a href="uid49.html&#10;&#9;&#9;  ">Markov–switching vector autoregressive models</a></li><li><a href="uid52.html&#10;&#9;&#9;  ">Dependent time changed processes</a></li><li><a href="uid53.html&#10;&#9;&#9;  ">An efficient algorithm for video
super–resolution based on a sequential model</a></li><li><a href="uid54.html&#10;&#9;&#9;  ">Reduced–order modeling of
hidden dynamics</a></li></ul></div>
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	    2015</a> | <a href="http://www.inria.fr/en/teams/aspi">Presentation of the Project-Team ASPI</a> | <a href="http://www.irisa.fr/aspi/index-en.html">ASPI Web Site
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        <div class="Titrepage1">2015 Project-Team Activity Report
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          <div class="ProjetCourtpage1">ASPI</div>
          <div class="ProjetLongpage1">Applications of interacting particle systems to statistics<div class="DescriptionTeam"/></div>
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          <span class="definition">Research centre: </span>
          <a href="http://www.inria.fr/centre/rennes">Rennes - Bretagne-Atlantique</a>
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        <div class="partner"><span class="definition">In partnership with: </span>CNRS, Université Haute Bretagne (Rennes 2), Université Rennes 1<br/><span class="definition">In collaboration with: </span>Institut de recherche mathématique de Rennes (IRMAR)<br/><br/></div>
        <div class="domainepage1"><span class="definition">Field: </span><a href="&#10;&#9;      http://www.inria.fr/en/domains/Applied-Mathematics-Computation-and-Simulation">Applied Mathematics, Computation and Simulation</a><br/><span class="definition">Theme: </span>Stochastic approaches</div>
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          <span class="definition">Keywords: </span>
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            <a href="http://raweb.inria.fr/rapportsactivite/RA2015/static/keywords/ComputerScienceandDigitalScience.html">Computer Science and Digital Science: </a>
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            <li>3.4.4. - Optimization and learning</li>
            <li>3.4.5. - Bayesian methods</li>
            <li>5.4.5. - Object tracking and motion analysis</li>
            <li>5.4.6. - Object localization</li>
            <li>5.9.2. - Estimation, modeling</li>
            <li>6.1.2. - Stochastic Modeling (SPDE, SDE)</li>
            <li>6.2.2. - Numerical probability</li>
            <li>6.2.3. - Probabilistic methods</li>
            <li>6.2.4. - Statistical methods</li>
            <li>6.3.2. - Data assimilation</li>
            <li>6.3.4. - Model reduction</li>
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            <a href="http://raweb.inria.fr/rapportsactivite/RA2015/static/keywords/OtherResearchTopicsandApplicationDomains.html">Other Research Topics and Application Domains: </a>
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          <ul>
            <li>3.2. - Climate and meteorology</li>
            <li>3.3.2. - Water: sea &amp; ocean, lake &amp; river</li>
            <li>7.1.3. - Air traffic</li>
            <li>9.4.4. - Chemistry</li>
            <li>9.9. - Risk management</li>
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