Knockout: A simple way to handle missing inputs

Deep learning models can extract predictive and actionable information from complex inputs. The richer the inputs, the better these models usually perform. However, models that leverage rich inputs (e.g., multi-modality) can be difficult to deploy widely, because some inputs may be missing at infere...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	arXiv.org 2024-06
Hauptverfasser:	Nguyen, Minh, Karaman, Batuhan K, Kim, Heejong, Wang, Alan Q, Liu, Fengbei, Sabuncu, Mert R
Format:	Artikel
Sprache:	eng
Schlagworte:	Social exclusion
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!