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Tommi Jaakola, "Interpretability and functional transparency."

Biography

MIT Professional Education
Professor of Electrical Engineering and Computer Science

Tommi Jaakkola is a professor of Electrical Engineering and Computer Science and also a member of the Computer Science and Artificial Intelligence Laboratory. He received M.Sc. in theoretical physics, and Ph.D. from MIT in computational neuroscience. His work pertains to inferential, algorithmic and estimation questions in machine learning, including large scale probabilistic distributed inference, deep learning, and causal inference. The applied side of his work has focused on problems in natural language processing such as parsing, regulatory models in computational biology, computational chemistry, and recommender systems. He received the Sloan Research Fellowship 2002 and many awards for his publications, across areas.

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