EDUCATION AND COMMUNICATIONS|information and information processing|information processing|artificial intelligence · EDUCATION AND COMMUNICATIONS|information technology and data processing
- foghlaim fhéinmhaoirsithe Reference "Rialachán (AE) 2024/1689 ó Pharlaimint na hEorpa agus ón gComhairle an 13 Meitheamh 2024 lena leagtar síos rialacha comhchuibhithe maidir leis an intleacht shaorga agus lena leasaítear Rialacháin (CE) Uimh. 300/2008, (AE) Uimh. 167/2013, (AE) Uimh. 168/2013, (AE) 2018/858, (AE) 2018/1139 agus (AE) 2019/2144 agus Treoracha 2014/90/AE, (AE) 2016/797 agus (AE) 2020/1828 (an Gníomh um an Intleacht Shaorga) (Téacs atá ábhartha maidir le LEE)"
- ga
- FFM Reference Téarmeolaithe COM-GA
- ga
- selbstüberwachtes Lernen
- de
- Definition "Technik des maschinellen Lernens, bei der unüberwachtes Lernen für Aufgaben verwendet wird, die normalerweise überwachtes Lernen erfordern, indem das Modell selbstständig Zusammenhänge und Muster aus Daten ohne Kennzeichnung lernt und implizite Labels erzeugt" Reference "COM-DE gestützt auf: IBM > Themen > Selbstüberwachtes Lernen (8.4.2025)"
- self-supervised learning | SSL
- en
- Definition "machine learning technique that uses unsupervised learning for tasks that conventionally require supervised learning by learning intrinsic correlations and patterns from unlabelled data to generate implicit labels" Reference "COM-Terminology Coordination and COM-EN, based on:- Bergmann, D., What is self-supervised learning? (21.2.2025), IBM, 5 December 2023.- Commission Guidelines on the definition of an artificial intelligence system established by Regulation (EU) 2024/1689 (AI Act)."
- Comment Though self-supervised learning is a technically a subset of unsupervised learning (as it doesn’t require labelled datasets), it’s closely related to supervised learning in that it optimises performance against a ground truth, albeit one implicitly derived from unlabelled training data. This imperfect fit with both conventional machine learning paradigms led to the various techniques now collectively considered ‘self-supervised learning’ receiving their own categorisation.
- apprentissage auto-supervisé
- fr
- Definition "méthode d'apprentissage automatique utilisant l'apprentissage non supervisé, par laquelle, à partir de données non étiquetées, les modèles d'intelligence artificielle génèrent des étiquettes implicites et créent leurs propres tâches d'entraînement" Reference "COM-FR, d'après:- site de la CNIL > Apprentissage auto-supervisé (23.4.2025)- site d'IBM > Qu'est-ce que l'apprentissage auto-supervisé ? (22.4.2025)"