Essec\Faculty\Model\Contribution {#2216 ▼
#_index: "academ_contributions"
#_id: "14730"
#_source: array:26 [
"id" => "14730"
"slug" => "14730-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. 
DELLE DONNE, D., KOWALSKI, M. et LIBERTI, L. (2023). A Novel Integer Linear Programming Approach for "
"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" => "2024-10-31 13:51:19"
"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. We introduce a new (and the first to our knowledge) M-independent integer linear programming formula "
"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. We introduce a new (and the first to our knowledge) M-independent integer linear programming formula "
]
"authors_fields" => array:2 [
"fr" => "Systèmes d'Information, Data Analytics et Opérations"
"en" => "Information Systems, Data Analytics and Operations"
]
"indexedAt" => "2025-04-08T17:21:41.000Z"
"docTitle" => "A Novel Integer Linear Programming Approach for Global L0 Minimization"
"docSurtitle" => "Journal 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">Information Systems, Data Analytics and Operations</span> | <span class="document-property-year">2023</span> <span class="document-property-authors">DELLE DONNE Diego, KOWALSKI Matthieu, LIBERTI Leo</span><br> "
"keywordList" => "<a href="#">Sparse Approximation</a>, <a href="#">0minimization</a>, <a href="#">Integer Programming</a> <a href="#">Sparse Approximation</a>, <a href="#">0minimization</a>, <a href="#">Integer Programming "
"docPreview" => "<b>A Novel Integer Linear Programming Approach for Global L0 Minimization</b><br><span>2023-12 | Journal articles </span> <b>A Novel Integer Linear Programming Approach for Global L0 Minimization</b><br><span>2023-12 | Jou "
"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> <a href="http://jmlr.org/papers/v24/21-0741.html" target="_blank">A Novel Integer Linear Programming "
]
+lang: "en"
+"_type": "_doc"
+"_score": 8.819723
+"parent": null
}
