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¬†
  • Maziar Raissi: probabilistic ML, deep learning, data driven scientific computing, and physics-informed ML
  • Bo Waggoner: information elicitation and aggregation,¬†game theory, forecasting, privacy