Faculty and Labs

There are several labs and faculty sites at CU Boulder that are involved in machine learning.

• Stephen Becker: optimization analysis and algorithm design, algorithmic stability, derivative-free optimization, stochastic optimization, applied ML for inverse problems
• Rafael Frongillo: loss function design, statistical consistency, online learning
• Danna Gurari, Image and Video Computing (IVC): computer vision, crowdsourcing, accessibility
• Claire Monteleoni, Climate and Machine Learning Boulder (CLIMB): unsupervised learning, online learning, climate informatics
• Michael Mozer: cognitively-informed ML, human optimization
• Esther Rolf: statistical and geospatial ML methods, applied ML for environmental and societal use cases
• Bo Waggoner: information elicitation and aggregation, game theory, forecasting, privacy