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Through the investigation of principled methods that address the modern challenges in applying ML to real-world application, Dr. Huang’s group expand…
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My research interest is in trustworthy machine learning.
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Recently, I use AI to develop next-generation database management systems and empower scientific discovery in domains such as biology, medicine, chem…
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This leakage enables membership inference attacks (MIA) that can identify whether a data point was in a model's training set.