Essec\Faculty\Model\Contribution {#2220
  #_index: "academ_contributions"
  #_id: "15741"
  #_source: array:26 [
    "id" => 15741
    "slug" => "15741-generalization-bounds-in-machine-learning-information-theory-and-predictions"
    "yearMonth" => "2026-07"
    "year" => 2026
    "title" => "Generalization bounds in machine learning, information theory and predictions"
    "description" => "ALQUIER, P. (2026). Generalization bounds in machine learning, information theory and predictions. Dans: Information Theory Workshop, OIST. Okinawa."
    "authors" => array:1 [
      0 => array:3 [
        "name" => "ALQUIER Pierre"
        "bid" => "B00809923"
        "slug" => "alquier-pierre"
      ]
    ]
    "ouvrage" => "Information Theory Workshop, OIST"
    "keywords" => []
    "updatedAt" => "2026-07-07 10:58:50"
    "publicationUrl" => null
    "publicationInfo" => array:3 [
      "pages" => ""
      "volume" => ""
      "number" => ""
    ]
    "type" => array:2 [
      "fr" => "Invité dans une conférence académique (Keynote speaker)"
      "en" => "Invited speaker at an academic conference"
    ]
    "support_type" => array:2 [
      "fr" => null
      "en" => null
    ]
    "countries" => array:2 [
      "fr" => null
      "en" => null
    ]
    "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" => "2026-07-10T11:23:25.000Z"
    "docTitle" => "Generalization bounds in machine learning, information theory and predictions"
    "docSurtitle" => "Invited speaker at an academic conference"
    "authorNames" => "<a href="/cv/alquier-pierre">ALQUIER Pierre</a>"
    "docDescription" => "<span class="document-property-authors">ALQUIER Pierre</span><br><span class="document-property-authors_fields">Information Systems, Data Analytics and Operations</span> | <span class="document-property-year">2026</span>"
    "keywordList" => ""
    "docPreview" => "<b>Generalization bounds in machine learning, information theory and predictions</b><br><span>2026-07 | Invited speaker at an academic conference </span>"
    "docType" => "research"
    "publicationLink" => "<a href="#" target="_blank">Generalization bounds in machine learning, information theory and predictions</a>"
  ]
  +lang: "en"
  +"_score": 9.054309
  +"parent": null
}