Unit8 Talks #15 – Machine Learning with few labels

  • by Mostafa Ajallooeian, Vincent Dumartheray and, Yassir Benkhedda
  • 35 minutes

Make use of your unlabeled data! Data is everywhere, but labeling it is expensive and it often involves manual human efforts.

During this webinar we presented different methods that can be used to extract value even from unlabeled data points, leveraging some of the latest technology advancements.

We addressed topics ranging from semi-supervised learning to graph-neural networks and label propagation.

Who does it affect?

  • Data scientists and AI enthusiasts,
  • Data & AI leaders

Why you should watch it?

Watch this webinar to:

  • Learn about the methods to leverage unlabeled data
  • Learn about modern “label propagation” strategies
  • Learn how to create amazing bases to make your downstream tasks requiring labeled data become easier

The session was delivered by Mostafa Ajallooeian, end-to-end Data Scientist and Technical Engagement Lead, Vincent Dumartheray, Data Scientist, and Yassir Benkhedda, machine learning engineer specialized in neural networks.

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