Machine Learning Systems

People

Benjamin Bornstein
Brian Bue
Dr. Michael Burl
Dr. Robert Granat
Dr. Lukas Mandrake
Dr. Baback Moghaddam
Dr. Umaa Rebbapragada
Dr. Benyang Tang
Dr. David Thompson
Dr. Kiri Wagstaff
more...

Projects

Papers

Software

The Machine Learning and Instrument Autonomy (MLIA) Group creates software solutions to hard problems requiring data mining, knowledge discovery, pattern recognition, and automated classification and clustering. The underlying emphasis is on building systems based on learning algorithms. We conduct basic research as well as develop applications leading to one-of-a-kind proof of concept systems. Our focus is on the automated analysis of scientific data generated by NASA and JPL instruments, on the development of technologies for adaptive systems, and on enabling technologies for autonomous spacecraft.

News:
  • Onboard image analysis for targeted follow-ups is now a reality for Opportunity!
    Read more here: NASA Mars Rover Getting Smarter as it Gets Older (JPL Press Release)
  • Gary Doran (Case Western Reserve) and Bryan He (Caltech) will be joining us as summer interns in June.
data analysis image labeling

rock finding active learning