The minimization module contains ways to enable adhere to the data minimization principle in GDPR for ML types. It permits to reduce the amount of personalized details needed to carry out predictions by using a equipment Discovering model, whilst even now enabling the design to make precise predictions. That is completed by by getting rid of or generalizing several of the input features.
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Unsupervised Finding out: Information without any labeled results is The idea for instruction. As a substitute, the AI model identifies designs, constructions, and interactions inside the details By itself.
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Intermediate coaching of BERT within an unsupervised manger enhances topical classification when labeled information is scarce. Code from ACL paper by Shnarch et al. (2022)
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