• Data Science Institute (Data7)
• Machine Learning for Artificial Intelligence (ML4AI) Lab
• Interdisciplinary Visual Intelligence (IVI) Lab
• Computational Language Understanding (CLU) Lab
• Machine Learning at University of Arizona
• University of Arizona NLP Cluster

• Current - Fall 2018:
  ISTA 421 / INFO 521 - Introduction to Machine Learning
• Past:
  • ISTA 100 - Great Ideas of the Information Age, Fall 2011, Spring 2012
  • ISTA 321 - Data Mining and Discovery, Fall 2012
  • ISTA 370 - Research Methods for the Information Age, Spring 2014
  • ISTA 410 / INFO 510 - Bayesian Modeling and Inference, Spring 2016
  • ISTA 421 / INFO 521 - Introduction to Machine Learning, Fall 2012, 2013, 2014, 2015, 2016, 2017
  • ISTA 450 / INFO 550 - Introduction to Artificial Intelligence, Spring 2011, 2012, 2013, 2015, 2017, 2018

Current Projects

• DARPA Automating Scientific Knowledge Extraction - AutoMATES
• DARPA World Modelers - delphi, eidos, INDRA
• DARPA Communicating with Computers - MUSICA: MUSical Improvisation Agent
• DARPA Big Mechanism - REACH, Reach@GitHub
• NSF CompTIES: Computational temporal interpersonal emotion systems
• NSF Emotional Sophistication: Studies of Facial Expressions in Games
• Scenes and Captions
• Bayesian Blackboard

Previous Projects

• BOLT-ASR
• AMELIE: Automated Causal Analysis
• Student Scientists : enabling student/scientist collaboration in the classroom
                                          In collaboration with researchers at Biosphere 2
  
• Bootstrapped Learning : ... of an electronic student, through natural instruction
  
• CMAX : causal map experimental design for integrated learning
  
• Jean : computational cognitive development
  
• Non-linear Tracking : ... for threat assessment in symbolic spaces
  
• COLAB : collaborative intelligence analysis environment
  
• The Hats Simulator : large scale multi-agent terrorist simulator