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Thomas J. Watson Research Center
1101 Kitchawan Road, Yorktown Heights, NY 10598
Email: dwei [at] us [dot] ibm [dot] com
dennislwei [at] gmail [dot] com
My research interests lie broadly in machine learning, signal processing, statistics, and optimization. Current interests center around trustworthy machine learning, including interpretability of machine learning models, algorithmic fairness, causal inference and graphical models, and data science for social good. Past areas include health insurance, adaptive sampling, and sparse filter design.
I was previously a post-doctoral research fellow in the EECS Department at the University of Michigan, working with Prof. Alfred Hero. I received my Ph.D. in electrical engineering from the Massachusetts Institute of Technology, where I was advised by Prof. Alan Oppenheim in the Digital Signal Processing Group.