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Lise Getoor is Distinguished Professor of Computer Science and Jack Baskin Chair of Computer Engineering at University of California, Santa Cruz. Her research is in the areas of machine learning, artificial intelligence, and probabilistic reasoning – making decisions in situations of uncertainty. She works with graph-structured, semi-unstructured and unstructured data sets to create and employ statistical models. Her research mixes tools from different areas of computer science to deal with the challenges of incompleteness, uncertainty, and bias in data.

Getoor is also an advocate for ethics and responsible data science, addressing both the technical and societal implications of emerging data science technology. This work tackles issues of privacy and bias in new and powerful algorithmic tools. She is considered a leader in this field and has convened groups and given multiple keynote talks at various conferences on the subject.