Essec\Faculty\Model\Contribution {#2220
  #_index: "academ_contributions"
  #_id: "16505"
  #_source: array:26 [
    "id" => 16505
    "slug" => "16505-advances-in-probabilistic-machine-learning"
    "yearMonth" => "2026-04"
    "year" => 2026
    "title" => "Advances in Probabilistic Machine Learning"
    "description" => "TRAPP, M. et ALQUIER, P. (2026). Advances in Probabilistic Machine Learning. <i>Entropy</i>."
    "authors" => array:2 [
      0 => array:3 [
        "name" => "ALQUIER Pierre"
        "bid" => "B00809923"
        "slug" => "alquier-pierre"
      ]
      1 => array:1 [
        "name" => "TRAPP Martin"
      ]
    ]
    "ouvrage" => ""
    "keywords" => array:7 [
      0 => "probabilistic machine learning"
      1 => "approximate Bayesian inference"
      2 => "variational inference"
      3 => "tractable probabilistic inference"
      4 => "Bayesian deep learning"
      5 => "probabilistic circuits"
      6 => "uncertainty quantification"
    ]
    "updatedAt" => "2026-05-26 09:36:42"
    "publicationUrl" => "https://www.mdpi.com/journal/entropy/special_issues/probabilistic_ML"
    "publicationInfo" => array:3 [
      "pages" => ""
      "volume" => ""
      "number" => ""
    ]
    "type" => array:2 [
      "fr" => "Editeur invité d'un numéro spécial"
      "en" => "Guest editor of a journal special issue"
    ]
    "support_type" => array:2 [
      "fr" => "Revue scientifique"
      "en" => "Scientific journal"
    ]
    "countries" => array:2 [
      "fr" => "Suisse"
      "en" => "Switzerland"
    ]
    "abstract" => array:2 [
      "fr" => ""
      "en" => ""
    ]
    "authors_fields" => array:2 [
      "fr" => "Systèmes d'Information, Data Analytics et Opérations"
      "en" => "Information Systems, Data Analytics and Operations"
    ]
    "indexedAt" => "2026-06-03T20:23:20.000Z"
    "docTitle" => "Advances in Probabilistic Machine Learning"
    "docSurtitle" => "Guest editor of a journal special issue"
    "authorNames" => "<a href="/cv/alquier-pierre">ALQUIER Pierre</a>, TRAPP Martin"
    "docDescription" => "<span class="document-property-authors">ALQUIER Pierre, TRAPP Martin</span><br><span class="document-property-authors_fields">Information Systems, Data Analytics and Operations</span> | <span class="document-property-year">2026</span>"
    "keywordList" => "<a href="#">probabilistic machine learning</a>, <a href="#">approximate Bayesian inference</a>, <a href="#">variational inference</a>, <a href="#">tractable probabilistic inference</a>, <a href="#">Bayesian deep learning</a>, <a href="#">probabilistic circuits</a>, <a href="#">uncertainty quantification</a>"
    "docPreview" => "<b>Advances in Probabilistic Machine Learning</b><br><span>2026-04 | Guest editor of a journal special issue </span>"
    "docType" => "research"
    "publicationLink" => "<a href="https://www.mdpi.com/journal/entropy/special_issues/probabilistic_ML" target="_blank">Advances in Probabilistic Machine Learning</a>"
  ]
  +lang: "en"
  +"_score": 8.992185
  +"parent": null
}