Essec\Faculty\Model\Contribution {#2205
  #_index: "academ_contributions"
  #_id: "14730"
  #_source: array:26 [
    "id" => "14730"
    "slug" => "a-novel-integer-linear-programming-approach-for-global-l0-minimization"
    "yearMonth" => "2023-12"
    "year" => "2023"
    "title" => "A Novel Integer Linear Programming Approach for Global L0 Minimization"
    "description" => "DELLE DONNE, D., KOWALSKI, M. et LIBERTI, L. (2023). A Novel Integer Linear Programming Approach for Global L0 Minimization. <i>Journal of Machine Learning Research</i>, 24(382), pp. 1-28."
    "authors" => array:3 [
      0 => array:3 [
        "name" => "DELLE DONNE Diego"
        "bid" => "B00788133"
        "slug" => "delle-donne-diego"
      ]
      1 => array:1 [
        "name" => "KOWALSKI Matthieu"
      ]
      2 => array:1 [
        "name" => "LIBERTI Leo"
      ]
    ]
    "ouvrage" => ""
    "keywords" => array:3 [
      0 => "Sparse Approximation"
      1 => "0minimization"
      2 => "Integer Programming"
    ]
    "updatedAt" => "2024-03-18 11:36:44"
    "publicationUrl" => "http://jmlr.org/papers/v24/21-0741.html"
    "publicationInfo" => array:3 [
      "pages" => "1-28"
      "volume" => "24"
      "number" => "382"
    ]
    "type" => array:2 [
      "fr" => "Articles"
      "en" => "Journal articles"
    ]
    "support_type" => array:2 [
      "fr" => "Revue scientifique"
      "en" => "Scientific journal"
    ]
    "countries" => array:2 [
      "fr" => "États-Unis"
      "en" => "United States of America"
    ]
    "abstract" => array:2 [
      "fr" => "We introduce a new (and the first to our knowledge) M-independent integer linear programming formulation for P0/p, which guarantees the recovery of the global minimizer. We propose a practical approach to tackle this formulation, which has exponentially many constraints."
      "en" => "We introduce a new (and the first to our knowledge) M-independent integer linear programming formulation for P0/p, which guarantees the recovery of the global minimizer. We propose a practical approach to tackle this formulation, which has exponentially many constraints."
    ]
    "authors_fields" => array:2 [
      "fr" => "Systèmes d’Information, Sciences de la Décision et Statistiques"
      "en" => "Information Systems, Decision Sciences and Statistics"
    ]
    "indexedAt" => "2024-05-03T00:21:44.000Z"
    "docTitle" => "A Novel Integer Linear Programming Approach for Global L0 Minimization"
    "docSurtitle" => "Articles"
    "authorNames" => "<a href="/cv/delle-donne-diego">DELLE DONNE Diego</a>, KOWALSKI Matthieu, LIBERTI Leo"
    "docDescription" => "<span class="document-property-authors">DELLE DONNE Diego, KOWALSKI Matthieu, LIBERTI Leo</span><br><span class="document-property-authors_fields">Systèmes d’Information, Sciences de la Décision et Statistiques</span> | <span class="document-property-year">2023</span>"
    "keywordList" => "<a href="#">Sparse Approximation</a>, <a href="#">0minimization</a>, <a href="#">Integer Programming</a>"
    "docPreview" => "<b>A Novel Integer Linear Programming Approach for Global L0 Minimization</b><br><span>2023-12 | Articles </span>"
    "docType" => "research"
    "publicationLink" => "<a href="http://jmlr.org/papers/v24/21-0741.html" target="_blank">A Novel Integer Linear Programming Approach for Global L0 Minimization</a>"
  ]
  +lang: "fr"
  +"_type": "_doc"
  +"_score": 8.485084
  +"parent": null
}