Artificial Intelligence and Machine Learning

Artificial intelligence (AI) is a broad and interdisciplinary field of computer science that deals with creating machines that can perform tasks that typically require human intelligence, such as perception, reasoning, learning, and problem-solving. Faculty and students in this area explore a diverse range of topics, including:

• Classifiers and statistical learning methods
• Convex and nonconvex optimization
• Deep learning
• Evolutionary algorithms
• Explainable AI
• Knowledge representation
• Perception
• Search and optimization

Core Faculty

Xiaojun Bi

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Paola Cascante-Bonilla

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Tuhin Chakrabarty

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Akshat Dave

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Paul Fodor

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Arie Kaufman

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Klaus Mueller

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Amir Rahmati

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Dimitris Samaras

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I.V. Ramakrishnan

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Michael Ryoo

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Yifan Sun

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Ting Wang

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Zhaozheng Yin

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Affiliated Faculty

Niranjan Balasubramanian

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Nilanjan Chakraborty

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Chao Chen

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Yi Liu

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Prateek Prasanna

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Chenyu (Charles) You

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Rong Zhao

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