Primary Faculty
Bert Huang
Assistant Professor (CS)
Interests: Structured prediction, weak supervision, algorithmic fairness
Applications: social network analysis, cyberbullying detection, recommender systems
Courses: TBA
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Mike Hughes
Assistant Professor (CS)
Interests: Bayesian nonparametrics, variational inference, explainable AI
Applications: clinical informatics, human activity time series
Courses: Intro to ML, Bayesian Deep Learning
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Liping Liu
Assistant Professor (CS)
Interests: probabilistic graphical models, Bayesian deep learning, spatial data modeling, text modeling
Applications: ecology and sustainability, recommendation systems
Courses: Intro to Machine Learning, Deep Neural Networks
Personal SiteRelated Faculty
Jivko Sinapov
Assistant Prof. (CS)
Interests: Robotics, Reinforcement learning
Applications: Robotics
Courses: Reinforcement Learning
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Matthias Scheutz
Professor (CS)
Interests: learning from instructions and observations, hierarchical Bayesian models, Dempster-Shafer theory
Applications: Robotics
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James Murphy
Assistant Prof. (Mathematics)
Interests: Harmonic analysis, high-dimensional statistics, statistical and machine learning, statistical signal processing, image processing
Courses: MATH 123: Math Aspects of Data Analysis
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Deborah Sunter
Assistant Prof. (Mech. E.)
Interests: computational modeling, data science, sustainability, energy policy
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Shuchin Aeron
Associate Prof. (ECE)
Interests: statistical signal processing, information theory, convex optimization
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Eric Miller
Professor (ECE)
Interests: signal processing, inverse problems, image processing
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Alva Couch
Professor (CS)
Interests: Geo-informatics, Data Science, Recommendation Systems theory
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Graduate Students
Daniel Banco
Interests: Machine learning, Imaging, Computer Vision
Applications: Materials characterization, MRI
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Dylan Cashman
Interests: Interactive Machine Learning, Visualization for Interpretable AI, Human-centered Model Selection
Applications: Cybersecurity, Language
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Kevin Cheng
Interests: Medical Imaging, Machine Learning, Signal and Image Processing
Applications: Cognitive Science, System Modeling, Healthcare
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