Note for Prospective Students I am always looking for highly motivated and self-driven PhD students with a strong mathematical background in machine learning to join my research group. If you are interested in working with me, please email me with your CV, transcript, publications or writeup in ML theory (optionally but highly recommended), and a brief paragraph describing research experience and areas of interest. If you are not at NJIT, you should apply to our DS PhD program (Computing Track)
About this position
From Prof. Thanh Nguyen's page: “Note for Prospective Students I am always looking for highly motivated and self-driven PhD students with a strong mathematical background in machine learning to join my research group. If you are interested in working with me, please email me with your CV, transcript, publications or writeup in ML theory (optionally but highly recommended), and a brief paragraph describing research experience and areas of interest. If you are not at NJIT, you should apply to our DS PhD program (Computing Track) at NJIT and mention my name.”
Research: I am mostly interested in the theoretical and algorithmic aspects of machine learning motivated by real-world problem settings. I like to seek a mathematical understanding of the underlying algorithmic principles for learning with strong adaptivity to problem structures, and thereby design efficient machine learning algorithms with strong theoretical guarantees. The current topics include, but not
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