My interests span deep learning, optimization, data science, and signal processing, with a particular emphasis on learning theory – the design of machine learning algorithms – as well as the development of efficient and trustworthy AI. I am always looking for self-motivated students (PhD with RA/TA support, Master's, undergrads) with interests in data science, machine/deep learning, and signal processing. Interested candidates are strongly encouraged to contact me via sz457 at njit.edu, together
About this position
From Prof. Shuai Zhang's page: “My interests span deep learning, optimization, data science, and signal processing, with a particular emphasis on learning theory – the design of machine learning algorithms – as well as the development of efficient and trustworthy AI. I am always looking for self-motivated students (PhD with RA/TA support, Master's, undergrads) with interests in data science, machine/deep learning, and signal processing. Interested candidates are strongly encouraged to contact me via sz457 at njit.edu, together with your resume and transcripts.
Research”
Research: My research focuses on the learning theory of emerging artificial intelligence technologies and the structural properties of modern models, with an emphasis on understanding their implications for training dynamics, optimization, and generalization. My research aims to develop principled theoretical frameworks that explain how architectural structure, optimization geometry, and data properties int
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