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joint doctoral programme of the three Berlin universities and the graduate school of the Cluster of Excellence MATH+. Areas of expertise include: Geometry and topology Algebraic geometry and number theory
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private machine learning: Differential privacy (DP) is the gold-standard for privacy protection, but deep learning models trained with DP suffer from privacy-utility trade-offs. You will develop novel model
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candidates. The qualification concept is especially designed to sensitise students to embrace new ideas, theories and methodological approaches so that they can profitably incorporate them into their own
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